diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000083_test__val_plains__2__000017/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000083_test__val_plains__2__000017/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..01b2a9732661fd741c8273d645ddbdd26c44115a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000083_test__val_plains__2__000017/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000084_test__val_savanna__0__000006/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000084_test__val_savanna__0__000006/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..764b8ed3bd94d34dddd2f92bb51f9715061a7e91
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000084_test__val_savanna__0__000006/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "84",
+    "global_test_index": "84",
+    "dataset_index": "145",
+    "relative_path": "test/val_savanna/0/000006.mp4",
+    "clip_id": "test/val_savanna/0/000006",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
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+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000085_test__val_savanna__1__000002/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000085_test__val_savanna__1__000002/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b144e9d4cc02d0a154f41f1eab248a7aee3bcaf
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000085_test__val_savanna__1__000002/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000086_test__val_iceplains__2__000039/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000086_test__val_iceplains__2__000039/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..19a4a709bfba6d20238779e709fff4884ae1544c
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000086_test__val_iceplains__2__000039/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000087_test__val_savanna__0__000038/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000087_test__val_savanna__0__000038/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..2da579312a69ad726df940c334ac615e1fa2e00c
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000087_test__val_savanna__0__000038/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "87",
+    "global_test_index": "87",
+    "dataset_index": "209",
+    "relative_path": "test/val_savanna/0/000038.mp4",
+    "clip_id": "test/val_savanna/0/000038",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000088_test__val_plains__1__000013/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000088_test__val_plains__1__000013/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf75735e50ec59c5713863bbb7d1611c77ee1da8
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000088_test__val_plains__1__000013/case.json
@@ -0,0 +1,2061 @@
+{
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+    "dataset_index": "404",
+    "relative_path": "test/val_plains/1/000013.mp4",
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000089_test__val_savanna__2__000038/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000089_test__val_savanna__2__000038/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..b712c7549a212e21e0e5c6effd6dce894ee664a4
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000089_test__val_savanna__2__000038/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000090_test__val_plains__2__000044/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000090_test__val_plains__2__000044/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b754ddb870875cce49f6704b40a60d3c4321d52
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000090_test__val_plains__2__000044/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "90",
+    "global_test_index": "90",
+    "dataset_index": "464",
+    "relative_path": "test/val_plains/2/000044.mp4",
+    "clip_id": "test/val_plains/2/000044",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000091_test__val_savanna__1__000014/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000091_test__val_savanna__1__000014/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..1615bc1a720e61211ed9b1f138af47f9e3f3d035
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000091_test__val_savanna__1__000014/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000092_test__val_plains__2__000019/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000092_test__val_plains__2__000019/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..1198fc4e4816dbb0dc04622c5174d40924bb3f7b
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000092_test__val_plains__2__000019/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000093_test__val_desert__3__000049/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000093_test__val_desert__3__000049/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..6aa1de4ebb41451b7df1f129d947d8bbcfbb3de5
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000093_test__val_desert__3__000049/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "93",
+    "global_test_index": "93",
+    "dataset_index": "127",
+    "relative_path": "test/val_desert/3/000049.mp4",
+    "clip_id": "test/val_desert/3/000049",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
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+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000094_test__val_iceplains__2__000048/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000094_test__val_iceplains__2__000048/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f24781bc48e908d8108527c98fd1b959183769a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000094_test__val_iceplains__2__000048/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000095_test__val_iceplains__2__000018/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000095_test__val_iceplains__2__000018/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..1cc9c01bf92f852fcef78eb6f5de7c10d6071aab
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000095_test__val_iceplains__2__000018/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000096_test__val_iceplains__1__000003/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000096_test__val_iceplains__1__000003/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..290e2af57c1c788e4bf4e7dc85a1ef2c6f3c131b
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000096_test__val_iceplains__1__000003/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "96",
+    "global_test_index": "96",
+    "dataset_index": "251",
+    "relative_path": "test/val_iceplains/1/000003.mp4",
+    "clip_id": "test/val_iceplains/1/000003",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000097_test__val_plains__1__000031/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000097_test__val_plains__1__000031/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..00a03db0d46bd316983e71d3aa4c8262b9fe322d
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000097_test__val_plains__1__000031/case.json
@@ -0,0 +1,2061 @@
+{
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+    "dataset_index": "441",
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000098_test__val_desert__2__000026/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000098_test__val_desert__2__000026/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..c451ff0feef6f582480d3c96e46ad94705cde1c1
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000098_test__val_desert__2__000026/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000099_test__val_iceplains__2__000015/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000099_test__val_iceplains__2__000015/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..d765c3f1455bc60781eae28ccfc735c3e45f7606
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000099_test__val_iceplains__2__000015/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "99",
+    "global_test_index": "99",
+    "dataset_index": "286",
+    "relative_path": "test/val_iceplains/2/000015.mp4",
+    "clip_id": "test/val_iceplains/2/000015",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000100_test__val_plains__0__000029/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000100_test__val_plains__0__000029/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..19e138636265718349a4440263a8365225cb27e0
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000100_test__val_plains__0__000029/case.json
@@ -0,0 +1,2061 @@
+{
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+    "dataset_index": "438",
+    "relative_path": "test/val_plains/0/000029.mp4",
+    "clip_id": "test/val_plains/0/000029",
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000101_test__val_plains__0__000002/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000101_test__val_plains__0__000002/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..6daf02b4202ac2b130c93d97b19f805ed135351b
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000101_test__val_plains__0__000002/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000102_test__val_savanna__2__000014/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000102_test__val_savanna__2__000014/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bd58512fe3820730379914650c593ede8f90f9d
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000102_test__val_savanna__2__000014/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "102",
+    "global_test_index": "102",
+    "dataset_index": "163",
+    "relative_path": "test/val_savanna/2/000014.mp4",
+    "clip_id": "test/val_savanna/2/000014",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
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+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000103_test__val_desert__1__000013/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000103_test__val_desert__1__000013/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6bbe75bd388accd21328f25846d1913ae048759
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000103_test__val_desert__1__000013/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000104_test__val_savanna__0__000049/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000104_test__val_savanna__0__000049/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..175bef4888646cde90d9ec8103eef8583358b6b9
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000104_test__val_savanna__0__000049/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000105_test__val_plains__0__000040/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000105_test__val_plains__0__000040/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..12759f6c847b7178080d00980d70acbfe45a0a2a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000105_test__val_plains__0__000040/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "105",
+    "global_test_index": "105",
+    "dataset_index": "458",
+    "relative_path": "test/val_plains/0/000040.mp4",
+    "clip_id": "test/val_plains/0/000040",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000106_test__val_iceplains__1__000049/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000106_test__val_iceplains__1__000049/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f815592867d03853cc793f0d0464f00ed49a7c3
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000106_test__val_iceplains__1__000049/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000107_test__val_savanna__3__000045/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000107_test__val_savanna__3__000045/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3a0a3def37d24835c6e0a39b37d746ccc96e4ee
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000107_test__val_savanna__3__000045/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000108_test__val_iceplains__2__000049/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000108_test__val_iceplains__2__000049/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c2f68fe8f784f8daf685f79afca8516127bc829
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000108_test__val_iceplains__2__000049/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "108",
+    "global_test_index": "108",
+    "dataset_index": "372",
+    "relative_path": "test/val_iceplains/2/000049.mp4",
+    "clip_id": "test/val_iceplains/2/000049",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000109_test__val_savanna__1__000042/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000109_test__val_savanna__1__000042/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..a016dc1c7e3bd8f3395b11ce9929ab418e716b4f
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000109_test__val_savanna__1__000042/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000110_test__val_desert__0__000026/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000110_test__val_desert__0__000026/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a1872257fd52c2c131f6900edfec8d43770ca12
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000110_test__val_desert__0__000026/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000111_test__val_plains__2__000042/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000111_test__val_plains__2__000042/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..02dea64bacaa4227bc20964107de38372bef0e2a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000111_test__val_plains__2__000042/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "111",
+    "global_test_index": "111",
+    "dataset_index": "461",
+    "relative_path": "test/val_plains/2/000042.mp4",
+    "clip_id": "test/val_plains/2/000042",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000112_test__val_savanna__1__000009/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000112_test__val_savanna__1__000009/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca62520e1c7e30e587a1b42c2e7d891cc8832b12
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000112_test__val_savanna__1__000009/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000113_test__val_desert__3__000027/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000113_test__val_desert__3__000027/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2b8d1805ffe963f5f54e9436b7a07e4ffa31faf
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000113_test__val_desert__3__000027/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000114_test__val_plains__0__000024/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000114_test__val_plains__0__000024/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..36ea9762f7ae58736a6cd6400e29757f75de2126
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000114_test__val_plains__0__000024/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "114",
+    "global_test_index": "114",
+    "dataset_index": "427",
+    "relative_path": "test/val_plains/0/000024.mp4",
+    "clip_id": "test/val_plains/0/000024",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000115_test__val_iceplains__3__000029/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000115_test__val_iceplains__3__000029/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..61be2088d5abf020830af6556dc5ea0be212fefe
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000115_test__val_iceplains__3__000029/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000116_test__val_iceplains__2__000001/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000116_test__val_iceplains__2__000001/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..cddaceb47cc0cc4df58e50ee296abfe3f88828a3
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000116_test__val_iceplains__2__000001/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000117_test__val_iceplains__2__000046/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000117_test__val_iceplains__2__000046/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9e51e335727148004f309b903cb5f74cb558ce5
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000117_test__val_iceplains__2__000046/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "117",
+    "global_test_index": "117",
+    "dataset_index": "364",
+    "relative_path": "test/val_iceplains/2/000046.mp4",
+    "clip_id": "test/val_iceplains/2/000046",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000118_test__val_desert__2__000037/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000118_test__val_desert__2__000037/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..534641d7ede29e5a3c138eeff8bd8b0b96087860
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000118_test__val_desert__2__000037/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000119_test__val_savanna__3__000029/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000119_test__val_savanna__3__000029/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a1976a0934aeebc7f6c78ff7d906978d7ddc9ab
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000119_test__val_savanna__3__000029/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000120_test__val_savanna__2__000044/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000120_test__val_savanna__2__000044/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..f23f70cb80fd05dcb7bf1ba25aca3f56c7f573b2
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000120_test__val_savanna__2__000044/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "120",
+    "global_test_index": "120",
+    "dataset_index": "227",
+    "relative_path": "test/val_savanna/2/000044.mp4",
+    "clip_id": "test/val_savanna/2/000044",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000121_test__val_iceplains__0__000000/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000121_test__val_iceplains__0__000000/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..93fd937f5e3e53e3b4844c6360a3a1b4507d9958
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000121_test__val_iceplains__0__000000/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000122_test__val_desert__3__000015/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000122_test__val_desert__3__000015/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..6223662fab0baf1384c8d335a44148226b3b5c53
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000122_test__val_desert__3__000015/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000123_test__val_iceplains__2__000017/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000123_test__val_iceplains__2__000017/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2ba5ca9f3bfae734018132c68bd0fb5c13607e6
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000123_test__val_iceplains__2__000017/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "123",
+    "global_test_index": "123",
+    "dataset_index": "291",
+    "relative_path": "test/val_iceplains/2/000017.mp4",
+    "clip_id": "test/val_iceplains/2/000017",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000124_test__val_desert__2__000032/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000124_test__val_desert__2__000032/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fe447b65b32c94cfcccc29eec2c1c75352c4960
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000124_test__val_desert__2__000032/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000125_test__val_iceplains__0__000044/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000125_test__val_iceplains__0__000044/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f7833d6fd991cf1937ef68d1138914041f864cc
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000125_test__val_iceplains__0__000044/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000126_test__val_desert__1__000020/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000126_test__val_desert__1__000020/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..0dbf98a6585ecc7fc02605710e9a2f92c642cf4c
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000126_test__val_desert__1__000020/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "126",
+    "global_test_index": "126",
+    "dataset_index": "50",
+    "relative_path": "test/val_desert/1/000020.mp4",
+    "clip_id": "test/val_desert/1/000020",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000127_test__val_savanna__0__000036/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000127_test__val_savanna__0__000036/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e1d03fe28f697c1a207789ac0fe9af58b4487fb
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000127_test__val_savanna__0__000036/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000128_test__val_iceplains__2__000034/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000128_test__val_iceplains__2__000034/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..78465c8334da756b1e972f0f82598260d04be1a9
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000128_test__val_iceplains__2__000034/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000129_test__val_savanna__0__000001/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000129_test__val_savanna__0__000001/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5f3b28566f91457a5839110b15b4ba69c428f19
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000129_test__val_savanna__0__000001/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "129",
+    "global_test_index": "129",
+    "dataset_index": "132",
+    "relative_path": "test/val_savanna/0/000001.mp4",
+    "clip_id": "test/val_savanna/0/000001",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000130_test__val_plains__3__000021/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000130_test__val_plains__3__000021/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..a159641adf7029053c1516dbc586537cef2b1324
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000130_test__val_plains__3__000021/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000131_test__val_desert__2__000025/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000131_test__val_desert__2__000025/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..83d57f5887bd9a469c9d91fbf2bd41e18fbfc791
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000131_test__val_desert__2__000025/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000132_test__val_savanna__3__000009/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000132_test__val_savanna__3__000009/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0db4a12396e18e2a1adb9560008a926b369b250
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000132_test__val_savanna__3__000009/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "132",
+    "global_test_index": "132",
+    "dataset_index": "153",
+    "relative_path": "test/val_savanna/3/000009.mp4",
+    "clip_id": "test/val_savanna/3/000009",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000133_test__val_plains__0__000004/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000133_test__val_plains__0__000004/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c6dc34cc3703bd5a2d629ccb72b384e3509533b
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000133_test__val_plains__0__000004/case.json
@@ -0,0 +1,2061 @@
+{
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+    "dataset_index": "382",
+    "relative_path": "test/val_plains/0/000004.mp4",
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000134_test__val_savanna__2__000005/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000134_test__val_savanna__2__000005/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..d43c9c1711dfa722dca14851aa67a17a23246744
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000134_test__val_savanna__2__000005/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000135_test__val_iceplains__1__000040/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000135_test__val_iceplains__1__000040/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb678ce42191c034344b02adc97e9a4b9484512e
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000135_test__val_iceplains__1__000040/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "135",
+    "global_test_index": "135",
+    "dataset_index": "348",
+    "relative_path": "test/val_iceplains/1/000040.mp4",
+    "clip_id": "test/val_iceplains/1/000040",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000136_test__val_plains__2__000005/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000136_test__val_plains__2__000005/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f140c2873a7375e078543e09050272b95152286
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000136_test__val_plains__2__000005/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000137_test__val_desert__0__000012/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000137_test__val_desert__0__000012/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..6177b73dc94ca1791bf815c994926ac74f9eecf3
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000137_test__val_desert__0__000012/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000138_test__val_savanna__2__000034/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000138_test__val_savanna__2__000034/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc43f848c76419cfc0adbc524968a243314315f1
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000138_test__val_savanna__2__000034/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "138",
+    "global_test_index": "138",
+    "dataset_index": "203",
+    "relative_path": "test/val_savanna/2/000034.mp4",
+    "clip_id": "test/val_savanna/2/000034",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000139_test__val_savanna__0__000022/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000139_test__val_savanna__0__000022/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..2db9986acbd59e7c01018091bdfa26ef5757dc7a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000139_test__val_savanna__0__000022/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000140_test__val_iceplains__2__000003/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000140_test__val_iceplains__2__000003/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..74db4a5a6712f69a391a78be138ed1b328a5545c
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000140_test__val_iceplains__2__000003/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000141_test__val_iceplains__2__000016/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000141_test__val_iceplains__2__000016/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..21f6ef4d79f370492dfa5fdf9ed25ccd0c39e0e1
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000141_test__val_iceplains__2__000016/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "141",
+    "global_test_index": "141",
+    "dataset_index": "289",
+    "relative_path": "test/val_iceplains/2/000016.mp4",
+    "clip_id": "test/val_iceplains/2/000016",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000142_test__val_plains__2__000020/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000142_test__val_plains__2__000020/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..317160c350b1d4cd0c67c3cdffe9be3d693c6cdc
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000142_test__val_plains__2__000020/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000143_test__val_desert__0__000008/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000143_test__val_desert__0__000008/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..76a95f4a1f78267541813b8520b83cb9b97088ff
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000143_test__val_desert__0__000008/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000144_test__val_savanna__0__000000/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000144_test__val_savanna__0__000000/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2f64dfbaa569ad46395d25b89f17297973f629f
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000144_test__val_savanna__0__000000/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "144",
+    "global_test_index": "144",
+    "dataset_index": "130",
+    "relative_path": "test/val_savanna/0/000000.mp4",
+    "clip_id": "test/val_savanna/0/000000",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
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+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000145_test__val_iceplains__1__000020/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000145_test__val_iceplains__1__000020/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..10bb889393a6790c497886b428c21a5b6be71c99
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000145_test__val_iceplains__1__000020/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000146_test__val_iceplains__3__000013/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000146_test__val_iceplains__3__000013/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff950c9a2ae8437ba1cd7f40b4b87b2c26fb667f
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000146_test__val_iceplains__3__000013/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000147_test__val_iceplains__0__000009/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000147_test__val_iceplains__0__000009/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..febf61c3da6d75bacf9ef7c5b9d95c4ba9534f3f
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000147_test__val_iceplains__0__000009/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "147",
+    "global_test_index": "147",
+    "dataset_index": "269",
+    "relative_path": "test/val_iceplains/0/000009.mp4",
+    "clip_id": "test/val_iceplains/0/000009",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000148_test__val_iceplains__0__000028/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000148_test__val_iceplains__0__000028/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9aa468dac2179f4cb37991f5c6105c1e354b76e
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000148_test__val_iceplains__0__000028/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000149_test__val_iceplains__0__000014/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000149_test__val_iceplains__0__000014/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ab79a386189af9403bf5c8bcff650d2af735d1d
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000149_test__val_iceplains__0__000014/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000150_test__val_savanna__0__000008/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000150_test__val_savanna__0__000008/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..a36c7bcf956f828d6f5af2ecddc1805316f1cb3f
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000150_test__val_savanna__0__000008/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "150",
+    "global_test_index": "150",
+    "dataset_index": "149",
+    "relative_path": "test/val_savanna/0/000008.mp4",
+    "clip_id": "test/val_savanna/0/000008",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
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+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000151_test__val_savanna__0__000024/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000151_test__val_savanna__0__000024/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ace3c60410e5bc115320727c76adb4b474a809a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000151_test__val_savanna__0__000024/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000152_test__val_plains__1__000014/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000152_test__val_plains__1__000014/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ee95cd21f834fe8928e3e6c866139a901497ab2
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000152_test__val_plains__1__000014/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000153_test__val_iceplains__2__000023/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000153_test__val_iceplains__2__000023/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ce48529ef4dad36c427b576a1c04e5f3d3e9a20
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000153_test__val_iceplains__2__000023/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "153",
+    "global_test_index": "153",
+    "dataset_index": "304",
+    "relative_path": "test/val_iceplains/2/000023.mp4",
+    "clip_id": "test/val_iceplains/2/000023",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000154_test__val_savanna__3__000037/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000154_test__val_savanna__3__000037/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..80ee86f15b742988a5c0c97636ae4a3aa4b5abca
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000154_test__val_savanna__3__000037/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000155_test__val_savanna__3__000023/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000155_test__val_savanna__3__000023/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e3ec0a3cf4611fc1e33e6ae970958b21c7273cb
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000155_test__val_savanna__3__000023/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000156_test__val_plains__1__000009/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000156_test__val_plains__1__000009/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc86a483a60eb97201c1f42971d1c33af0d1d54c
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000156_test__val_plains__1__000009/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "156",
+    "global_test_index": "156",
+    "dataset_index": "394",
+    "relative_path": "test/val_plains/1/000009.mp4",
+    "clip_id": "test/val_plains/1/000009",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000157_test__val_desert__0__000006/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000157_test__val_desert__0__000006/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..d42d59010ca26ecf5519324a9bca3f5ada65021c
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000157_test__val_desert__0__000006/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000158_test__val_desert__3__000021/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000158_test__val_desert__3__000021/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb3338dc8268f05b5e9274e7ca799fb2988eefb6
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000158_test__val_desert__3__000021/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000159_test__val_desert__2__000028/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000159_test__val_desert__2__000028/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..05279c39493629670bce785d72b9f8cfa17976b9
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000159_test__val_desert__2__000028/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "159",
+    "global_test_index": "159",
+    "dataset_index": "75",
+    "relative_path": "test/val_desert/2/000028.mp4",
+    "clip_id": "test/val_desert/2/000028",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000160_test__val_iceplains__1__000031/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000160_test__val_iceplains__1__000031/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..665ad0589bd69bfba5b3b7abaae829c12cbdc00d
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000160_test__val_iceplains__1__000031/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000161_test__val_desert__1__000016/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000161_test__val_desert__1__000016/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..392da2e34e3cd1a04ec5fc8a56e948f715900b2a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000161_test__val_desert__1__000016/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000162_test__val_plains__1__000019/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000162_test__val_plains__1__000019/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..e240c4a318467bc8fd3dde8649d35f4894bb48a2
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000162_test__val_plains__1__000019/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "162",
+    "global_test_index": "162",
+    "dataset_index": "418",
+    "relative_path": "test/val_plains/1/000019.mp4",
+    "clip_id": "test/val_plains/1/000019",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
+      8,
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+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000163_test__val_plains__3__000007/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000163_test__val_plains__3__000007/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..8612746d7aa01d7529fd7562d8850da45657aac4
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000163_test__val_plains__3__000007/case.json
@@ -0,0 +1,2061 @@
+{
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000164_test__val_plains__2__000014/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000164_test__val_plains__2__000014/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..29de55e6d421131a014544b413a2981ca96a4a9a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000164_test__val_plains__2__000014/case.json
@@ -0,0 +1,2061 @@
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+}
diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000165_test__val_iceplains__2__000038/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000165_test__val_iceplains__2__000038/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..a71e8a924981f43f6a51bcde0168f09264ab267a
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000165_test__val_iceplains__2__000038/case.json
@@ -0,0 +1,2061 @@
+{
+  "case": {
+    "manifest_index": "165",
+    "global_test_index": "165",
+    "dataset_index": "344",
+    "relative_path": "test/val_iceplains/2/000038.mp4",
+    "clip_id": "test/val_iceplains/2/000038",
+    "source_offset": "100",
+    "context_start": "100",
+    "context_end": "700",
+    "target_start": "700",
+    "target_end": "1200",
+    "n_frames_valid": "1100",
+    "context_frames": "600",
+    "target_frames": "500",
+    "frame_skip": "1",
+    "raw_frame_count": "1501",
+    "action_count": "1501",
+    "pose_count": "1501",
+    "latent_count": "1501"
+  },
+  "method": "decmem",
+  "implementation": "official public Wan2.1-T2V-1.3B reference",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/worldmem-baseline-evals/checkpoints/decmem/decmem.pt",
+  "weight_source": "released generator state; no EMA substitution",
+  "parameter_counts": {
+    "generator_total": 1197639296,
+    "generator_trainable": 0,
+    "action_encoder": 1600,
+    "memory_projection": 70778880,
+    "vae_total": 126892531,
+    "vae_trainable": 0
+  },
+  "dtype": "bfloat16",
+  "batch_size": 1,
+  "cfg_batch_size": 2,
+  "sampling": {
+    "solver": "UniPC",
+    "steps": 20,
+    "guidance_scale": 5.0,
+    "timestep_shift": 5.0,
+    "source": "scripts/infer_example.sh"
+  },
+  "memory": {
+    "use_ltm_attn": true,
+    "ltm_topk": 80,
+    "ltm_tile_size": [
+      1,
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+      8
+    ],
+    "stm_sliding_window": 8,
+    "num_frame_per_block": 4
+  },
+  "history_frames": 600,
+  "history_source_indices": [
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diff --git a/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000166_test__val_plains__2__000009/case.json b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000166_test__val_plains__2__000009/case.json
new file mode 100644
index 0000000000000000000000000000000000000000..b58a45fba68af87cf85da1e6f676312af4cc1245
--- /dev/null
+++ b/results/worldmem-baseline-evals/decmem/decmem_minecraft_300cases_seed42_job84976/cases/g000166_test__val_plains__2__000009/case.json
@@ -0,0 +1,2061 @@
+{
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