diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..1117ccaa8879885567e0299fee5732ea6d5d9506
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69138bb5049641b1172fce5a9f3ff4eda852579e212adf9d8b754ed1edbe3405
+size 1334185
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce912bdd944dc60cc864a9e59b5fc2b335db9045
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89906d6e097dea83e65b225e83c532ace038025319451827258d730286fc4087
+size 1173211
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..e6511d12797011de0f63e13c966f9edc8ef22df8
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/101_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22986c90481460b114a4bcb4e0e30c58bdc2fc76560ac1169033c3beb05a8852
+size 1174145
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/11_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/11_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..f88adc8ddb294726ea0dd5ad5ea792a32d134a1f
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/11_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07a8a1ae7958a1c5b59d3e664af9693d90277a3d5002c45e104d00830dd3d839
+size 1465395
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/12.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/12.png
new file mode 100644
index 0000000000000000000000000000000000000000..03ea4c381391f5aa4f36767cbd387f77eb4fe951
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23e96784f47f25beab5929e0f7978ea654e754090045d3286488829f50d7d93b
+size 1359598
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/124_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/124_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..39f59525102f2ddeb7743e9db0979f665feb372d
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/124_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a67269cc2fb526f8a9ab661b4d0e580b7422044b70c049e7b451b9428d54664
+size 1815041
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/124_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/124_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..7b6162c7c8c1cd0580ed4e83acce32be622e1e0f
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/124_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ee04b7150303a3f8a1699973571a84d6eaeb0aa1c611d55f39ec39ef1479932
+size 1626771
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/128_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/128_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a7cdbbbe3ebc3d72aae503368d284665723225bc
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/128_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:034904d8a92da9fa544b1b0d218c9ec12477ed4dc8be070f51c6b06cd1ec74c0
+size 1403974
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/129.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/129.png
new file mode 100644
index 0000000000000000000000000000000000000000..617f3eb3dd905fee2294d6d43336cca6442af5e9
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/129.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6136255e758d22f5f436d201bf5a3e28e9105627c90ca06b66a7ce4c74ec2e08
+size 1134626
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/12_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/12_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..f95d1da743644e570b93f7261888475f15a246f2
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/12_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19fd4f6c234f374d8842d9711d7305dc297a7db247e532d8cacb7a7458762f63
+size 1606586
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142.png
new file mode 100644
index 0000000000000000000000000000000000000000..218e7e024ba560206bba903987730899da026ca7
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0705617dfd495dd6650d584e9730e4af018f5563378538d75f24d72af847d6c8
+size 1385402
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..b067fd5d667a94196895e2318b3906b422f0a171
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e39a5e66bbb6160cb0f3aa8de141de49b8c72802cb8989b82df51923660aa87
+size 1781413
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..8f30e85388c8f670cebdc3c78c02c5a556a1155c
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/142_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91e9b33e3612a8972783b221eb501c817c0a4ac3279cca693bf607bd45e2fce2
+size 1837281
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/14_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/14_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..01be3b09f5b1ed8b086acf0545534205f893c0fe
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/14_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2382977b2951e4fd25725b51d7130576efcb82bc8744b092debfd1c288dc87f
+size 1121499
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/14_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/14_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a5cdf647eaf25c36b9b5c9e6de906286b09fcbf4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/14_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65ca14f0fd89922de24c006798408d6e5eb0b3283942a32d0e64e9df88c5e2c3
+size 1088750
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/156_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/156_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ef68f763d8ba6caad43d47bdd5597dbed7056e11
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/156_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90af6bcd18626034834bfd3a6f1f38116a7149f0f382c223930a4c32e7d4bff8
+size 1426640
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/156_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/156_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..15890484b09d68e8d7eb0eee7c999c0c3291dc0c
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/156_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2ad21acc7cec5f10f8345d40854788735c93d9c3bef61a877ce0c7cfdf02a06
+size 1430742
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d724e54313d7984aa43b21cdf139758ddc81438
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c55ec118decc732d24dcd75a1d3e6d75bc1a4074cb762c8cf42405437963af9f
+size 1212444
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..df40d1715faa26ed93ab14ab4601a315d2232da2
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74e15c1ecdcb0018f2faf5e2120ac37bb5e752bad29d6cb4478e90db304c79a3
+size 1241758
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..31de6e61addbe0f95931cb3b6ade5fae2f6c5e37
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/159_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05d103369a122141478d002af3e234f30fc2ed874b136e9011a2386862450fe1
+size 1221324
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164.png
new file mode 100644
index 0000000000000000000000000000000000000000..ee0162aeaa1c8be9602c7c1f0e24150444c45641
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6cf01378f95bb604bff8872fda13bcb81b4a47c755bffafef0e66ffb41f0bf77
+size 1454895
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..c5bc0edb21fb55b273f64ef5449ea61e36a965c2
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08319ab55d96bbdbc384e19a2b1697e5e1cf3bc816e759c903aef923c3f26542
+size 1816182
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..09e8800f136eeea6774998c721b984343fedc671
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4d8d3adeb7fefc6c09c26ff7b9a7ac80588e4e30f1dc0425e1c9b2c063f3234
+size 1824302
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..855c023f06c5603c65754bd78982cd5a41be0855
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3db6149d9dc173e4bb524363005d82f90ad5d62ed8218614c491352f8199a65b
+size 2025202
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..1d9ea89976c33da2a0e35727ac836b1f96f0e72b
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/164_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e04171cd6f2f0bb3c1b1aff9ce0cf47c45e3aa831cccc6c0fea3cba88cdcd58a
+size 1916849
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..cf882e1c307bf5194e99415eee7bdaa592b1fb8f
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e374ed8a79d539589254e77ec06a5b90612175e58bef23aa1e1421da12410228
+size 2047718
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..1fbee474b6e3bea955f075f709885b0862730fa1
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecb9b13123766fed19b1ab8c4b3c256e12545c84914a5dbf0bafce67f97c2ed1
+size 2008485
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..351c65c55227aae498f53778e8e5c956cba9f5aa
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/174_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43835ea2ef0cca53bb43ff4c96069b0a6f1b23871ed97c12124f4b8b86b34937
+size 2029543
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193.png
new file mode 100644
index 0000000000000000000000000000000000000000..cd8d9398ec2270655dfcbf2828acbac43c7506ae
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:842c40584771ae9cd37bb126cf331de18603054aa072e97d0e385938795c26fe
+size 1541778
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..b20862278f3aa1aedaa068fd8836ee8aaf8581b4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f812d958d5c727094515bc4fdc73fe04f81bb5d0df3f8c3d8c66fd69df3244e0
+size 1962845
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..0c3fe362b55937980551302f06f007f1c3f87bfb
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/193_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c5c11864a9e04e796f3e68b1187ab91bdade2b228616d8f9718fa580b053501
+size 1946313
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/217.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/217.png
new file mode 100644
index 0000000000000000000000000000000000000000..f19e321ccff9a5f30b68cc47d9ab22388871da8a
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/217.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c94cb8cd7b0baf6ad4dda79e20a4076205fd76451f1a7dfaf93b72173f60f4d7
+size 1533171
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/217_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/217_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..8efef83a3d09cfff1dabea1fa2a8145eee4bce7a
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/217_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b788cc5e108a7ec1b04d7fc41e93aec348d7819a54df3ca9609ec287a61c122c
+size 1930107
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/220_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/220_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..429ac204c8dfe72ffc34dc8b079ede944256f22c
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/220_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fd983b0dffa65fef6fc676ae977e2c35f45ba793f6aee970503914f07829604
+size 1413263
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/220_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/220_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..77e2d4f15beeaf4751b6a810dc3da015a40e938a
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/220_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc875c116822b201d1f8d53faf2bb6107c4cf4f05ca5e789597152ebf9e61fb6
+size 1414814
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/226_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/226_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a5bf152fb6bb0207f268f3ff5e6f304c6cded2f7
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/226_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:011aefe764cd1620de6864442a2038774c1502e389f8054b47c2019050c6645f
+size 1610077
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240.png
new file mode 100644
index 0000000000000000000000000000000000000000..6c195f93b9e03bf1cb57c29855a2ac007b88b2a6
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f13b8e089e9dbfdf7ae481fcf0a9bcf04722c95d3708e1e5f57bd41f7ad2456
+size 1122302
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..b63937adbecd55a2db9e4428e229bee53e319d88
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1f0aa9e676e36aeb3eb683c0cf96e9843894196de439f3d069a8c5d375db302
+size 1461354
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..b5045670a116fb2236c98225201a504c81719a29
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/240_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15f5472a65093d1ed15ba95ac520ed01670b0ddb81aa2089a3638220e6f11c8a
+size 1452941
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/245_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/245_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..467f0ae43bf323a74ed9e711537ac88ea27d07a1
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/245_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2040f7beca4f4c2d8506a9d23534ed5184c5472e9c0285122e22a40a94ceed8b
+size 1376213
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/249_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/249_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..1532c549c0d83283f74b80d5cf47941b78200b11
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/249_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdd6e75f2bab88a3231e8bbbd5e1a579ad8142161e5b818f3ae01b266036677f
+size 1427769
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/249_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/249_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..0875bf9a2ff1a65dd596da6de2f83bb299a6351b
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/249_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0488b9f4613c7b3115fa277dc90f49dd2b7a55ccd91725076e5f257bb4072b8
+size 1425418
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/24_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/24_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..f5439f839782657c15167eb31c43c9e6846f56a4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/24_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:934d7d17c205a78ab69711372a41024ffe332eafa2f7fbad941d430e9f84df13
+size 1137499
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/24_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/24_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..4817b5b3470962b0cd4ddcd5f7136b6fdf0d95f6
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/24_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b364efe3a6ae442a15276dd924e9352e928631c387c00b4fecc304278bb04d2e
+size 1147728
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/250_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/250_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb6c9bf5912828220447e3e490f5cba2f55372a4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/250_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40f5cd1849d3d18836029c06e78b5387a4305d26f612e376ee0a49c17cfcaea7
+size 1708556
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/250_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/250_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..4381960b2ab77491089e70cf16401528c0ce3615
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/250_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0013396978781af6964de7a7e3b46feeb6147a31feed2e7df5a0b1ca7bb960eb
+size 1711916
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/264_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/264_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..bfd3885c3891c0a814b5bf998b338e4f2bb3e99b
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/264_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a497ee024ff4696e25223d948e210226a6a468eea89a3e2d3b5c5be2acbdcda1
+size 1900038
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..2e861426399ab6c5ea784399aad996c27d3c6a7b
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ff67b3e995f5ed526a9e794a0624ea3b10d8fba91d740f98e0558b386df2294
+size 2384452
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..bf856b9ec10215565f4268e91e36482c131e8e1d
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9ee03341d5dc4f3bc081a1009f6a1cfb01e79d4a3cab200a4c89bf313a12ee7
+size 2380697
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2c518746448fc49e997c91de3162d13e43c039b
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f668ce73fe833a9831b605281512d8882ee1871855a3d4a36d1ee96339336a1
+size 2377556
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..e184c5588343048bed31f0791d80f9c8e07a7a84
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68f6947381d149a51e0b569104dee7b542883342df51489edf50b6470bd8bed3
+size 2382687
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..1f033b2006f0f5f6863f882895f36524b6016e0a
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/272_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ebfa5e2031b78c7fb00807eca645144ef4956627877767540f41f836977459c
+size 2385474
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/276_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/276_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..597fe9dc978ea6bdfb5b1c344c116146cf89d828
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/276_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b19de2ea80258cccea2c5c5de8cac08667e3eb093ed209a4029eef472e03029
+size 1457349
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/277.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/277.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab439083b33f1c82497caf4ea91d08b3193a7781
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/277.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4049acaa299155eb39f4e0a4e7917fd18aaed7c4dbbf771650d4013be704d9f
+size 1065358
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/28.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/28.png
new file mode 100644
index 0000000000000000000000000000000000000000..2274820e2fd2c91d306d8ef2e489d0c2c6a6b6fb
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/28.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb2de193cad35ba00802a1735b9216affda276c83eafc06dd757b92eb1a59840
+size 1491694
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291.png
new file mode 100644
index 0000000000000000000000000000000000000000..788be2993b9045c5711895eece2d1f35eff4173b
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b885fe3c4704024060b9ac1f839a1567196b1753d4dd1d75304c7b8fe843405
+size 1141317
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..77c2706da14c659100a217fc5398433f60fa72fd
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbddc50a2d95a07c21fb42626bdf66555afc7fec87e6d347e4b7bb77c60fb9bf
+size 1696055
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..8af388d5850fe915be0de8117af55aeb42062105
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/291_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f8734706655a3044623442889aca819fcb58fc6f8e3aae1d0c9010e052ff7f9
+size 1837314
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293.png
new file mode 100644
index 0000000000000000000000000000000000000000..dc7401677be8c0fb0ee0ae7f24a741eaead95b27
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8db9f462ee15d55f8f29fa67c13ac2c31909365d989b2592978847c31e3ed29f
+size 1066142
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..4adaab5f70268eed5be1b4e3597e30abe85c5e30
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e07d11f292ee45d4ab84d5c29e6b438bd2d24cdddfd795a25f1e75e4a97bfbf1
+size 1552831
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..c5c35aa2e35746821535a2449a59c160ec82b9d7
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/293_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e805bf5f72c9d517cb3db42f79e46fba8f32044806f688eca8d29338a6bb3bef
+size 1383711
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/322.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/322.png
new file mode 100644
index 0000000000000000000000000000000000000000..c682cfad7678226ab1041e22dc04bfaeda5661f1
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/322.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37557d153f0213d8dbeb36b00516eaaf6ac84d06a9770fad86c19c285e077792
+size 1674540
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/322_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/322_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..d3106d3dc29428489614c06656fbba4f9f4519bf
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/322_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bae9f6af12082f07744f5ae35b4013b0bdd33b1824cbb7c28addb644df61dc68
+size 2383108
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324.png
new file mode 100644
index 0000000000000000000000000000000000000000..d271505869d931ff3f3e23c71ffcdc75d59b8ac4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:688af02e7ae502c4536ad7327072684f2de1ddc03a5099d0d8e41df14822d709
+size 1229657
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..828820e5eb2d2e7169c1f3c5da2b9c69e1b35013
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4926e0ebca5eb58d30d8f351ee6b3235fef375eba3ba6cacc3383eaae8a93d99
+size 1501866
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d79f65d803849750dd307d5ec41a26d09a00d90
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/324_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c950ed6ea69aa81e671ad32bfe0eebf0e23adb47c8e36252acf5f625d4562c46
+size 1524507
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/325_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/325_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..91a46a58f3e4875ccb667d90782592a86069498d
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/325_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e592d698093cabf566e7fcf931d4e693975de099d16d3ac8ce907597a6f810b
+size 1470483
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/327_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/327_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..54c31d6d2d64849529b34bcd9e2e87f8a7009b51
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/327_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:759a7788cf56131a276cbbc75d8f09c5ccf80982a7bb53bd3db620a8232efc96
+size 1634206
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340.png
new file mode 100644
index 0000000000000000000000000000000000000000..657275b1bf5a2bfc274cb64bb197c2cc780079ae
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df5f1e46c386558808e70c96bdf802902f93ae6cda4f6d7afa897b5026cf0a25
+size 1343859
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..d072ac254cd5080bb0995837a688ba42cae45c7b
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d14d2566c2c865a35b7b3a476e71d2ae739295c066c4d64a52f81f0a6a50b062
+size 1573060
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..eca5070fce28d6bfec1dd1080a86d2073a3b9bf9
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c894bd8b74a1db364352553534d21846aa84579bc88f473b92b38d9608297c0
+size 1599321
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..34e2aec53c542e3cd45d9892b1e7d7c2670f46ce
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/340_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6021d6a039ed9870760e25b48314cf5f84749e8130d2b3ca496a215f663b98b7
+size 1645459
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/345_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/345_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..6963daa95b4c057937ffeec2a83075db06a21dda
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/345_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8faeb56ee66c725393f4793c280d27582e7fdbf4101f899735b7e7f4fa558b4f
+size 2049782
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/346_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/346_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..7a770ceeee493c84f16e972f666792a2c2423ee1
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/346_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70c7481b4438a64a6730fffea17fafe15a2b12c840145611c4266d9f880fc7a0
+size 1634909
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/352_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/352_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..0d4c66c1dacae440ec9a55eb67a7be58383af824
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/352_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70f2449923e2a54739bd557ac419e853d2931dd657c790cc3923ced77b6085bd
+size 1965570
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/35_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/35_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..74c9f7a7c6e2cd9ec9af616a9f0071faad511374
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/35_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2894f0d0fc33ce3b19132fdb8ecdd75c9f0fb8e099a87ac55d052434b18db677
+size 1628560
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/36.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/36.png
new file mode 100644
index 0000000000000000000000000000000000000000..567871f767f4879097ca9e53cd42eeba0873d1e2
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/36.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5593560973533e2c820367ccbf7a25a7b4bb9fb22f5930a996cee0e751df4d86
+size 1087764
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389.png
new file mode 100644
index 0000000000000000000000000000000000000000..fa6552b0c3338d92e02d076dbc2d60824da57409
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96fc2587a44cd68ec6f5737e804b036a78c482cf0584d0e4cdb6cd92c778d150
+size 1378003
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba5e2265166c0eac89a1172976467c7222881772
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b00b6a4717a8094d8a72ec67f2f9579519d818f18dabfd79781f1ccd91407028
+size 1725297
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c12635bf252dd57ad3b84dfab67965841b0a337
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/389_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c6a22c52abb5d8a1b5f6abc70a9c87230ca24239e8a5eea04c06783e5a44f5d
+size 1717620
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..b8a45203c0dc80928a966388406872082f57a6f9
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1009498d42d50e6f5e368fdf8f38f9f9cd1c678fa8e7faa095d4a34abfcca8aa
+size 1516722
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..e670bd5e531f8864e7cb6830ed23f36873ca9a85
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:292fbf7695c3c6a6e4c60d0cc5961c13fbcfa91130f344ac978993874cb09708
+size 1532882
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..420e113f04937baeadeb8ee820aa3d8100706daa
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92c01ed6ec4dc14d3b7307f3a6c46db69d7048611e68b9cc43fc14fefd012d2f
+size 1524434
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..79b8e4db6a61d7a1821de8306010de2caa83c429
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/390_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11ec83da482461c3e9b10f077161b5bcb863b419e8daaa2af5bdf05877cd0d75
+size 1516461
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/391_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/391_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..9d8f27a93e2eec5821790faf37324fc496e227d1
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/391_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dae729cb9f2345469b8e6cf84cc2d95be9ceb4f35daab4c766fcf7f2963ee89
+size 1611460
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/391_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/391_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..95a100ab2185ea72af0fec5ee3cc01a3dde9a974
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/391_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a8076c2d300b997015de006565c957b3f72b322c84fe5ff35131bc8ac66f6aa
+size 1613943
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/398_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/398_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..00af7c47b081f5e74fdb86004c64ee7c1a772601
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/398_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5c1de3829cfd6234acf309ce996cb9735ef6cd5657c03c267ad8f74b9e94331
+size 2383433
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/398_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/398_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..4104fc23a62fb4059eff9f7825b86fe305d4af77
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/398_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a443fa2b195f35905c8c7bba864b801cc12383fcbbd21d918cca4c47d45928f0
+size 2385926
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/415_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/415_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..cac4fff30de272d00162f80ab1eedee446c2c929
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/415_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aebbc387b4992a6752956d794e3afb444854e7a8a736a6645940a84bb02add94
+size 1403022
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/41_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/41_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..754e7543d80f681f3222bc783bdca0a62935e0c5
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/41_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b8dd5f2408eef2ee3f92a0bd950b5459b49b651aa61b37bc5745f985d34d940
+size 1216150
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/41_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/41_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..5999a1a9c30c3706be4b2b649db0149c4d38d260
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/41_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07eae5886ba656aeb175d953c9ce3c6dc7c82bcac90afa6d0c1842f282738ecb
+size 1195587
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..62344e66ada2de5b28a493c44109ec12072e79cf
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad533f7c62be380f6b707ca324d2c8e5a468aaf996af3544177f012f46cba31a
+size 1471653
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..0cfc6b821d11367e749d426c56a8f7e15557a61c
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cd7a35c4b485ad546344fd6420f0d247862341e8340d14fa8ed92ac524b6fd7
+size 1481915
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..6e50b09514d58666a2fc6299e281f48f59481b48
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/424_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abf6c595b14e130869eed234c35d48f61d1f896ec209aa43db98f997d78f4b77
+size 1475215
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9317210137a9493d58690f4d3c1ffa245992c44
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7f1fa94e48246e97a4846df6bd3ee2842b8ac394f072bdd473a85dfce7603e5
+size 1468550
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..d6af20441f40dc00ee2c854e9ed9b4a3485afb23
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b8dd7dc38eb5eafb67184e022281c1a4e2c5347dfd8e496138e627cbfd9a602
+size 1469872
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c2c0a7c6d456525fd32f2cd429853624eed7915
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/426_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99ed03224317ee1e522412742e273386909615604570b3534ab7a289e1f47185
+size 1470921
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/427_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/427_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..b7b771b606fb5ffc2524c76cb67472cb6ae2268f
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/427_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9169ef95160552691c638dbfd724272c9832d3d128c42be92161d4a3bb35975b
+size 1790218
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44.png
new file mode 100644
index 0000000000000000000000000000000000000000..5cc11623aeba0bf312ec3789feb0a1f5c5781cf0
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f42a6c3a736b29dcaab28bebe593e6540888b899d7b40a24dac22233c9a8c181
+size 1183323
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/444_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/444_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..1c900351a9de8e46a01ebc8db34a3ef4ff5293a3
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/444_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1df1a235262d6501852cf9d242c016573262ee68097980adf72171b32080617
+size 1382525
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..9bbcfd43fa5d631f5e4b4c582a297ac860ea94d5
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1541c7e8632fdcf632c2c29b911ecf6f12e98045cf1432f4d2d6130a94efaa4e
+size 1376751
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..54107569fcf353af23f16c9f0d92aed176142e9d
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/44_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:324ecb92d18953d20efa3417c1d42f7e0f73b77c68dd3546764434c4070c1f8a
+size 1608666
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..f22230ccc02eb1b6616c25370a9cb6dfea93a5e4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05c2f065fcf93dc96e619bddd28aa161679483f5a042f35c8ed96d3309d6041b
+size 1458572
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..9e17651b9def2d9e0477e43be262c0c7a8152c79
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b28a71baaaac5bed5a11aa04e6c8f657d04cc2796d07bd4ceccd86b958983468
+size 1442287
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..15a756099a182280d7e1a20293c39756836e5247
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/460_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28f6a120c0fd3dbce54476bbe622b78d7a10ccd9328f433e6ac404037e9b2785
+size 1431890
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/474_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/474_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..56018eab786fa54f81bb69423cdc9ca928003725
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/474_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc67f3f6d8fd999dcf56cc833f53b6e946d451bc570a547da07dac9cc8be2d1a
+size 1641119
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489.png
new file mode 100644
index 0000000000000000000000000000000000000000..d75df41770f8ea564e744890716c163cf06e0cb4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a676797e7c98b86b2793a8ec56aec6988b8533534711fef7d859d4034b82568
+size 1110553
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..076d144a99404d74ac46bb2168c723483387ea6d
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baa4dae02654242943e4b3c7eaa5ae2731921785ad8af27578a2d1373e01ebc3
+size 1393932
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..191e38ed7de1ccc6992027d0b6b2be0d10b977e3
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3c21477c6851d02490843a90f116c778271b316deb0e4e6403ea2db42c12523
+size 1395158
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ee1df85aea93f047111ebfaf7b40f71e548dabdd
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/489_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35a44c316dd7e3432d0f307770dfc8d69310d9e72e1a1bfcddea690c651a17e8
+size 1393151
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/491.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/491.png
new file mode 100644
index 0000000000000000000000000000000000000000..0ee20630c0518f9bbfe7a4e2c3b2f1ffd2645fae
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/491.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a087c5d0e9757ddb416b6ea61b9f9bb82f904b988383c3989961a981de45344d
+size 1139302
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/491_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/491_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ca66b2880a6107e417e38c9c40f26663ed9ba39f
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/491_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6b4a2068b2eb4c40b2d87b94fff2c513a6d3c53cdedbfa1744f4cffacd4846d
+size 1435834
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/496_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/496_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..2a76fcc2ca012986e5662a10d86817daf908b13b
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/496_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a39017dc429862e8b5d41add4cd0d27dc18c19c516712da6d004e76a760ffa8c
+size 1556905
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/501_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/501_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a581f9107649410fbd7c67f5d598eacdbd6f1a01
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/501_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4d4a4f7cda19329e41b9dbb26aa099c8199791d38124a12b1511ccf5d1e16e4
+size 1685792
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/50_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/50_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..c16581080da52f2343fa783d1e9d207e63937ead
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/50_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a7b071b362ceb52cdc95372f6d0f066559ee2e8d000afc6f1391f85fa7a54b9
+size 1129819
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/511_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/511_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..98b9c63ddb9b0bc65a33dd3479780b6953d55b78
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/511_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:131aae578750cc54bc9ee2d4f8f6266e293437713206659ec437793b06677747
+size 2038888
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/511_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/511_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..52cb971614311185e072ac4377c5b778aec7cb37
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/511_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83dfbe8be7c064cfb2b10a57e6df9ac7342009dc90d162e9dec792158029f691
+size 1949105
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/516.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/516.png
new file mode 100644
index 0000000000000000000000000000000000000000..b3c079e346dbbeb01d31ebdb7adb620e2ad01d66
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/516.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a6b7ec90c8124e259ef647575cb09a5b7eda21df576fcfb633841d5481260a2
+size 1151836
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..18c0a71fdc41f8de3cccb0f120c8959eece1b9b9
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35eb6b070ddcad32a22c3776eba7ee28cb9c033d47fde88c65e1a50ea1fedfe0
+size 1682964
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a409315250e593cb0eade876ea630e54e733f8b8
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a92c64f1b0fb9378d1eb89d5d763d2417aad778871147927d27f0bcc1fd76ffd
+size 1681860
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..55d0c86917de25e19758b01758c13b084489a551
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/559_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5527a468b1ff6038c354d79fd6308f0f5d5a0e0e3cf986b09d9b5c8577d01d39
+size 1691296
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/560.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/560.png
new file mode 100644
index 0000000000000000000000000000000000000000..a052b71dc9a7d836f01843caacb8d9b4f6e9fdfc
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/560.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9957c74275fe5f6f16e049ab1680e775ace4afde2c32dbf677327c0c29275445
+size 977976
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/560_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/560_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..794b96f5eac1ce8d76e0748e591634f0488175b8
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/560_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dcf6099b0ac275ef6b79fa71c4f5f89a815d31f0056a59ac97f6fbe22a29728
+size 1178291
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/567_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/567_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..aeb42e9ea33a00990840c7776598dd9ab1059d3c
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/567_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed202cf573b65918789b26babaad82dfada5116564b426aa46a0d9cd84114237
+size 1408748
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/567_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/567_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..5f6a1a6c09c4612f99b452d26b885689e03eb9fd
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/567_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6c02bc7a386ab689982bb62231295506f186a4a8333f964e00167c643ff675f
+size 1421270
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572.png
new file mode 100644
index 0000000000000000000000000000000000000000..9102ba9cacd2b7490227f5160fa403f68c810192
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0888212f4d011c4dd1fddee95d4da8ae881840b4922de72e6d7cdd628d1f806
+size 1145217
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..fef2264a89de9ae03ab5fc70b1756a14beeae8a1
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12504a229abaaf93513ab3dc3d8cde670e616a09ed421cf490d2e44138c95718
+size 1478519
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..3a0d9d69e659ccad9b8a7b8bae8abf07f5f4bbc4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/572_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb4ba8364ddc0e7d58396f9d5bbe6e1685dee487df48a93e58fdd58c3f55f0fb
+size 1408172
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576.png
new file mode 100644
index 0000000000000000000000000000000000000000..07949a6ca10af67d981eb0914a3d950824491aca
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bf4ac04fe778ccf25b76ebe82afe268fcdd5f982ca3d67356c289695ec85041
+size 1382778
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..6cff5ce71bc7106ee99ff59c73361ac877dfff6a
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae61124e979c21467e88fc3e7aab09bcd957022a905f992f73d679a356cc06c2
+size 1768065
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..c91df43fd18953c084452da1815226b525672be3
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/576_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c94566ccc1f3b3f342ba51fc10bcf5314dc0794dff46fc04ebaa2f26a9252c7e
+size 1745443
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..941349581716f1180ce3392ba9b500ba9ff58caa
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5864d8d085571d4a7d07b2e1a5b4646e4905e41975cbba81f4285ca734e69c74
+size 1822300
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..529ef7c3ff942ab83e4b27330425ca64ccf753fa
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff31640dd3d65089e371a3f4481f3a029a62d32ba2d019c2377ceaaca449f211
+size 1820277
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..5659f4d78f72611ec2c1ae65bf25f9cf9845b6b6
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a72ee243ebc001a2b2fed72faa03f1524b3d6fea8f98634439d11bf2e3b8344c
+size 1653670
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a1739e9a8e735f950e539cdd7ec2554b34435302
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/579_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca910c160fa0dc11bc3c872bd5e9dd782debaca5d2717b01227347d45525c17f
+size 1636162
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/585_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/585_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..fd60362364279d01c9a75a6a47955e7c27551438
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/585_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6389d2d503f4319860d3c566db5b51d37948eaa048a6381a6e1d52594dbe6ab9
+size 2404987
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586.png
new file mode 100644
index 0000000000000000000000000000000000000000..de6033eebae22d55ca5f9c7f6845feb6dac936a8
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d6c527ae88dbc8c4c3823b3bb83de13601bd990d2efd337d13011c02efa519d
+size 1532665
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..f06c9801f7a93beccf45dcdb3fa36f7dacd2d62c
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8080684c476413315fc7fc8d0c805c868da89becc6c970efef74e504a951320e
+size 1946015
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..82cf5244061b8155f807d7398b4445e75586ea60
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/586_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d87196614c437346ee50c60d665cf8ba8b5e28c81555f0ba41bd3266ef6b19d8
+size 1955296
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/58_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/58_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..881a636795955e04768ecd09ac9286aa4f4ddad4
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/58_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cab4d118d19b186180f5f8ff74df2ada25be7d8040cc61af57a91d5ce6857713
+size 1388625
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/58_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/58_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..e2ce97e5f31c2c783afa4e2fd4541b8c28648589
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/58_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f99fe29e56e761fb754c4f86fe34d4b39463d26e852b76190bfd4ae7b7dbc9ee
+size 1520945
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/590_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/590_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..211fc118dc033b8263cb1d49238a154719c5f0bb
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/590_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cdc8e2f0f1e8b7816aa0ff24e6c6de8420b6b3c131dc6865dfaceb82be7febb3
+size 1634556
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/590_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/590_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..0415b2019bdb4a8a3040bda55e681eb44360709e
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/590_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8363bfd3151ee3c9ebd9bfab5f5b6d0b7048355330af0c0351a8204b0841b4d2
+size 1639677
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593.png
new file mode 100644
index 0000000000000000000000000000000000000000..4b97dc12a31f6cbdb2e6382d470b1c1cd10f486e
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e154266d53cab5806aea2f4670c0e669e27d88f6f073c7a510ca3dfcd1b34414
+size 1028411
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..dbf4665e32ef46c0fa911ad97660df10555e0c3e
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a9c2e52c31ac6c9983571e330eafb1da4b7f5d4c3034fbcf2a1b255bda8d6f5
+size 1397076
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..edb9cfa93b9f8c8fd19f29d6e9a723aacd4c69d8
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44450acc33c5f47309c5b8086ce2323b3809b8f61e446cf5de25bb5a1a6a97b1
+size 1386404
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..9efb42c3c49e3be4d54336fd3790211e31695871
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b34a681c699c693baa4f7f0b4cbeaa8ddbcea523844af966783d1e36b8ab807b
+size 1388990
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..0f3c3fa6c44bc77de12e170550cd56a56775e1dd
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74c294f2706762b6886e02b2dd026283265654b15c20740182f79f78702e858f
+size 1401208
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..22fc9c6e8b2f0d3119230f05c746644b1842c1c7
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/593_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00047f31002fa40a870b426499566bdcc6577ea99eafb7a2708a4f58dda0f075
+size 1429338
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/603_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/603_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..8ddc8d43ffb02f87ff4e152c17731f170dc57fdf
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/603_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eac6fa4e8c696059f5a7b46a8378f0746f89de5a7d545fada31baf40f19f131d
+size 2195270
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/603_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/603_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..fece180ab36c43b49bd22cc4aa8b2bd436013567
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/603_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bf943ab3d39f8e693a0cda70a80bb2cf99b38bcb66c89a64ce5d9ef5a36e736
+size 2200020
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610.png
new file mode 100644
index 0000000000000000000000000000000000000000..afe5f2422362eb5fd11d251965ff48c67ae39b2e
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf85da2320c9534fbef0f15ea67ca3dfdf6b200a49347cc01b9a35c29eabbbd1
+size 916954
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..0810993a2a8e2a021824e14dfa8022ae90503723
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c979557596e9562626a893ccd894253c8addee9b63b352249d9fbcafe9aaeb71
+size 1103056
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd48f3f32a552265a6acc5c0b8f9dbabe683df46
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/610_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1517e64bd392e0d5487726ad011afe9471a318e33d1a9fb4d6195de2781f4a4a
+size 1100063
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626.png
new file mode 100644
index 0000000000000000000000000000000000000000..8f948e78ac71c7be9ad737dfc4f3ce37486e6a47
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92013917d78e6bdff8163a319f9974ade0c69b693e7a2fbf1f7b8b190dda9f39
+size 1528618
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..7f241c22fe32b46d719c822dcacb57618c86a2db
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d77d20e7945041b236088306de7d64db3cc4754d157804d980aa3faa2c7162b
+size 1948881
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae84d5ae5e3bd733df0525cdf11fe843affcacbe
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06e2aaf55a40beca6a1515aad2caf2d0dd8247adbca45f990d181bf516444a83
+size 1961755
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a258be0092cc828ee3dffb621dfb4f5b1f3f8378
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a46b682c730edbbcd9cde18366946c2510c11fa7e9ac3c3f192784dc208c87a
+size 1943578
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..0e40628e3a9f0d50f2354f8ede5e3778f7053965
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/626_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98802d50fb8ca0caf719cdfd851a486be3f3fcaf6a4d09cb330e4f234c6c80c9
+size 1951597
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/629_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/629_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..b2928c71ef2ec87b58d21b272913d1abe8174819
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/629_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:358e5c1a0e1f90f1581cdd5a70225aa1f4400fdfa9b3280340fb087ddc8a5d14
+size 1179721
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..f7f35937a0aecbc5a2218015eb8869d397286e3a
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a08460cf7e1c4fabca542cd49a9b5f089252f0b8d61a006e1ebc98e930f63f6
+size 1240580
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..804b8c2a237b8dc4293e3ac68976b6192cdc4ed6
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:143aaf0935f08ab1e0288d17f9ed7a6a6ffd9e1c5a8512a786af5dc29eb6334f
+size 1261292
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..a4105d42b833185225e4a42f6cba871f84dc8f85
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/62_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b44758711e7488cbbec4dc03df47e98a3053fb163c0b2448b3bdd52a93362347
+size 1238821
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640.png
new file mode 100644
index 0000000000000000000000000000000000000000..9b5b2d58b6a12c0e749135261b4fbf0918957720
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44b4ebbd4f134fb00ad0ba88fd079b591b44167a1e4c49b5cb8366d5a6cb1006
+size 1458265
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..8e3bb5ea61da931ce2d99e3a053ab0fe0c73b25e
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca37a3a15d16a7d8bfa015bff81584d7fbbc5328e2b0bc14fcb412352942ccba
+size 1818517
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..9404b6ce2042547ecb3de45acb5bbcd4282d91bd
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89839d30b0c7c37be14d0ce3057b3343b32beb5babbf5ccfc4dce10b74c4cf22
+size 1816708
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..8882309b54fa26b2a02550838d2f2ffbb0f9b638
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/640_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c577cd13947cd3a7aa9f41d579f38a168facc77b0eaaf0ac48f696a38894ba7a
+size 1921663
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/652_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/652_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..aa4aa7eb393fab413f139d78d50a52d67ef9b872
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/652_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4515ee180ed488efbcb47af04dee77b079e86d10c5614f3e67148b899376194c
+size 1183930
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/654_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/654_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..569188392deaccece45035c93651d41eda6d1bed
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/654_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5da1946a99eca8daa654d28d538ef4392c121a01854a0150869e4e94e895a276
+size 1875369
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663.png
new file mode 100644
index 0000000000000000000000000000000000000000..f71a47585000451321bc23b5a3cd0bf1e7a2bfa8
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a01bc65616c7db03a2d5088e1cb4f52c0a57763d28f4f412280f83d605ebcbf
+size 980642
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ea800bd287f38ad19b7b06a5584018af18a4c744
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86c572e27215f335185fb44578f6f2b258ca55d3eed1ee7bd2fe3194354335ee
+size 1170935
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..3645f557054abe2aae5b0191715b8cddb04a1253
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dacb47788adc3fef93f083293fce3681ff00f034fd75e75e1999e6cb98b68686
+size 1272139
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..3f2364ea134729f07ff9403aaf76f71412732297
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/663_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e55a6cae32735a155ce97c8d26cd25532c22e1f9fc55dcb8d09b830ff7c89633
+size 1167855
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/671_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/671_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..058849c68d3930144f3a2625407e53ccd106b3bb
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/671_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f3a3516b3f132a7b508568a22e7818d9f988bcdc79dcfdea1d793331ffc5d08
+size 1771466
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/671_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/671_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..74dd0bf88ce2dcdafd7eaf65b1fa48780cbb0410
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/671_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:183a164d9284b84f7931ecca7c2a40ed81e32ce878edd31a99f7546f2807e172
+size 1911756
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699.png
new file mode 100644
index 0000000000000000000000000000000000000000..b5a0a71ea7ae13f4a92e0bb2d7c04babe59e4c70
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3095ba78ed950d5ad523617ec4ba6824e6860b58e30fc172b014b77f335ead9d
+size 989602
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..1eab7edabaf0fbd2c49a7fccc816b66540200238
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45518b51a59848836c6a688246c8ee82a028467be539356a1485ab9f73581034
+size 1151673
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..d818305e41db223b5330609b39f57fd8fdabcf08
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/699_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3df44be9411a3c886145cf4ff1e34ad7013689e7a8c3e92416e65adb56fd6070
+size 1150043
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/69_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/69_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ddcfcd9511f033a93938cfd3bb13e778a1b0bf1d
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/69_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d2e9097d918914a2087b5bc48548853dd75107e1b4ebda60e66e86613f08b2e
+size 1647324
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/69_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/69_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c93b7123bf45ae88333ac3bdb2e81da06d46531
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/69_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6d9896c1dda38b86e4980c78fc1eed1d43dc05db111b4aee795d452fc2fa4d4
+size 1752762
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..8febd61a9e15877ca65d4a1184b79133781f80dd
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78cf71784b12c21fb564992aeaba988cbd20f2c1420c2f0a33f4c274288ba4f4
+size 1477783
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ac2dbff71a946c5fcd580794b009403be8b66048
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e135d6c1572a3880dd8863536cd4f306fb242b0ab8e1b88dc91f77c3dd008442
+size 1477665
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..c924ad66aa2f84e1f625a98dd2e2a3cc0f85e665
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/720_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c24d4b7c7d57ea0c2158aec825013b4652c1700d0a648e4af24702d15d2a341
+size 1472500
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/722_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/722_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..385b4158b9409bfa80702708977b7435c3738923
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/722_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bc77d62bc08c53cb4eff048b7cfe04e45b65cdf72e28cac1f574f5ad79fdb34
+size 1439701
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/722_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/722_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..eb9e6fc076d4ed1d0275be69aa44f833475c584d
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/722_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a4a9410e188eeb7362bfb30bd9058bf0d785d9916dc4ef2640e635c0f183ff0
+size 1619076
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..d8835bc8293354953619771991eb0fd879b5b1aa
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eebf7519b5121eb2c8a3255847b82c6a0ece42cbb4739ddffd523c349d67e6e
+size 1698079
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..ce29be6f9961fdc7810974801231396870a86954
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91305da019278b46985dce22652caece040c410f9737e98d8f63d61c61db00ae
+size 1692208
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_4_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_4_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..3cd60c9bd2d27b639e741f31b1ba447d3534648c
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/723_4_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7df2b5b419ff94adef12392be8a27cca0d48664d3efb9fd1a88bb21901d2ea55
+size 1695179
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730.png
new file mode 100644
index 0000000000000000000000000000000000000000..e4d7c05b4fd868a07d00bb157f3f3f24f2f331b6
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1af9cfb02442360a71822cdae16ef9e16a50b04f49a552129089c291290e27bc
+size 1270535
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..19e9eb0ce01e20e7439041f8552bf37117258b45
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2d665a04d2144dfdc97930bae38e3e3e3c8998e76b115066d809625a7f784d9
+size 1485113
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..d4cec38b4547d18b9ac35a21c1dab213b7c2528d
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/730_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e6c05d136db2c5f7f2cc565305f0f180928b03f655801db2442108ada3f170e
+size 1480739
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/77.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/77.png
new file mode 100644
index 0000000000000000000000000000000000000000..5019289ab235bdcf455a3e7c83bbf63996b14d66
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/77.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc1ff0de0b27846086a39603e320c2e9413240416cd00b84a2b4292a81ac5e70
+size 910818
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/77_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/77_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..e1e49daf69d39b4c0405b0427811490d54162154
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/77_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc328cf3000332a427bd7aa53f3e422bfcd58940df5abb72702a130f876b2045
+size 1099458
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/7_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/7_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..5d672e577101f4159cf6be420d93225123cf96a7
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/7_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a49226d718f10e938965c0227bd78b2c3730c7954385f120ccc4d2cbaa938d12
+size 1684789
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_0_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_0_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..4974f3887976ba83933d319d09608ec1a5ba695c
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_0_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fed74bedc09833c65a8ca21f427f409a83170a099cb92a9fa267f77906269a11
+size 1540700
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..1c8765a1dbc077b46a98beabc250fd9a82d53e51
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39222c008bb2c3a707f84a338597a7234999799990f9771a1dd6b61bc29c9f7c
+size 1453949
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_2_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_2_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..51274e4dec61da3ff87d7b909951c4691cea902e
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_2_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f29c6171731158317433767fca9197eb6dc34b53ed95c9da1404e37698d72e5
+size 1542008
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_3_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_3_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..5a5980e362ff3966caf669e0690859ecc9a73a36
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/8_3_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8c3ebeea369d4832c9e60f122af504a2b60c1d021fd604230b641d4e569c2d9
+size 1447700
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/94.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/94.png
new file mode 100644
index 0000000000000000000000000000000000000000..e2934574f402c0c2a470699d885aaca43d8ff9e9
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/94.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58c6c1419e78fa9e5d52b5e83744d11cd90589da2e46f93d229e7c46b52cccf7
+size 1216978
diff --git a/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/94_1_result.png b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/94_1_result.png
new file mode 100644
index 0000000000000000000000000000000000000000..e2947f0025095128fcb812fabb6e48e2a648e12e
--- /dev/null
+++ b/edit_benchmark/results/flux_kontext/ImgEdit-Bench/add/94_1_result.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16276518d1b9fc5ad2877c1dfa52c12933a1d8a12fb2c078f38de68ea06af351
+size 1483813