Add files using upload-large-folder tool

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict.driver.log

@@ -0,0 +1,21 @@
+started_utc=2026-07-26T15:51:08Z
+hostname=n116-041-181
+checkpoint=/tmp/scaledf_ms_ckpt_stream_cache/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/best_checkpoint.pth
+output_root=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5
+scaledf_val_root=/dev/shm/scaledf_bind_storage/ScaleDF/val
+model_name=deit_base_patch16_LS
+ngpu=8
+batch_size=1024
+workers=16
+prefetch_factor=4
+2026-07-26T15:51:08Z launch gpu=0 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard00_of08.tsv
+2026-07-26T15:51:08Z launch gpu=1 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard01_of08.tsv
+2026-07-26T15:51:08Z launch gpu=2 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard02_of08.tsv
+2026-07-26T15:51:08Z launch gpu=3 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard03_of08.tsv
+2026-07-26T15:51:08Z launch gpu=4 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard04_of08.tsv
+2026-07-26T15:51:08Z launch gpu=5 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard05_of08.tsv
+2026-07-26T15:51:08Z launch gpu=6 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard06_of08.tsv
+2026-07-26T15:51:08Z launch gpu=7 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard07_of08.tsv
+rows=44
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/summary.tsv
+2026-07-26T15:52:32Z prediction done summary=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/summary.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict_shard00.log

@@ -0,0 +1,5 @@
+2026-07-26T15:51:30Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:51:30Z shard=0/8 total=89729 shard_images=11217
+2026-07-26T15:51:34Z loaded model missing=0 unexpected=0
+2026-07-26T15:51:53Z predicted=11217/11217 rate=888.3/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard00_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict_shard01.log

@@ -0,0 +1,5 @@
+2026-07-26T15:51:30Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:51:30Z shard=1/8 total=89729 shard_images=11216
+2026-07-26T15:51:34Z loaded model missing=0 unexpected=0
+2026-07-26T15:51:55Z predicted=11216/11216 rate=698.8/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard01_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict_shard02.log

@@ -0,0 +1,5 @@
+2026-07-26T15:51:30Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:51:30Z shard=2/8 total=89729 shard_images=11216
+2026-07-26T15:51:34Z loaded model missing=0 unexpected=0
+2026-07-26T15:51:56Z predicted=11216/11216 rate=712.2/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard02_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict_shard03.log

@@ -0,0 +1,5 @@
+2026-07-26T15:51:30Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:51:30Z shard=3/8 total=89729 shard_images=11216
+2026-07-26T15:51:34Z loaded model missing=0 unexpected=0
+2026-07-26T15:51:54Z predicted=11216/11216 rate=820.0/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard03_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict_shard04.log

@@ -0,0 +1,5 @@
+2026-07-26T15:51:30Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:51:30Z shard=4/8 total=89729 shard_images=11216
+2026-07-26T15:51:34Z loaded model missing=0 unexpected=0
+2026-07-26T15:51:55Z predicted=11216/11216 rate=786.4/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard04_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict_shard05.log

@@ -0,0 +1,5 @@
+2026-07-26T15:51:30Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:51:30Z shard=5/8 total=89729 shard_images=11216
+2026-07-26T15:51:34Z loaded model missing=0 unexpected=0
+2026-07-26T15:51:56Z predicted=11216/11216 rate=725.8/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard05_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict_shard06.log

@@ -0,0 +1,5 @@
+2026-07-26T15:51:30Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:51:30Z shard=6/8 total=89729 shard_images=11216
+2026-07-26T15:51:34Z loaded model missing=0 unexpected=0
+2026-07-26T15:51:54Z predicted=11216/11216 rate=813.1/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard06_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/logs/category_predict_shard07.log

@@ -0,0 +1,5 @@
+2026-07-26T15:51:30Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:51:30Z shard=7/8 total=89729 shard_images=11216
+2026-07-26T15:51:34Z loaded model missing=0 unexpected=0
+2026-07-26T15:51:54Z predicted=11216/11216 rate=817.6/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/predictions/predictions_shard07_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_5/summary.tsv

@@ -0,0 +1,45 @@
+group_type	dataset	group_name	images	n_real	n_fake	accuracy	auc	eer_percent	mean_real_score	mean_fake_score
+dataset	ScaleDF	ALL	89729	19729	70000	0.87334084	0.90811997	15.98473791	0.40293801	0.88355461
+fake_method_vs_real	ScaleDF	3DSwap	24729	19729	5000	0.69901735	0.90763324	14.15841249	0.40293801	0.92108505
+fake_method_vs_real	ScaleDF	CogVideoX	24729	19729	5000	0.66185450	0.80711659	28.18093213	0.40293801	0.76315542
+fake_method_vs_real	ScaleDF	DiffFace	24729	19729	5000	0.69359861	0.93219428	14.72479294	0.40293801	0.90859832
+fake_method_vs_real	ScaleDF	EDTalk	24729	19729	5000	0.69897691	0.97807230	5.99812459	0.40293801	0.94709826
+fake_method_vs_real	ScaleDF	FLOAT	24729	19729	5000	0.68991872	0.91739815	14.69958690	0.40293801	0.89398285
+fake_method_vs_real	ScaleDF	G3FA	24729	19729	5000	0.69056573	0.93378211	12.94270515	0.40293801	0.90334150
+fake_method_vs_real	ScaleDF	GPT-Image-1	24729	19729	5000	0.67216628	0.84088792	23.62002585	0.40293801	0.80942699
+fake_method_vs_real	ScaleDF	KDTalker	24729	19729	5000	0.69756157	0.96142437	8.73920270	0.40293801	0.93529576
+fake_method_vs_real	ScaleDF	SimpleAR	24729	19729	5000	0.69881516	0.95706788	9.75607076	0.40293801	0.93958488
+fake_method_vs_real	ScaleDF	SkyReels-A1	24729	19729	5000	0.68458086	0.89143295	19.66070607	0.40293801	0.86341513
+fake_method_vs_real	ScaleDF	Step1X-Edit	24729	19729	5000	0.65946864	0.80418879	26.38124132	0.40293801	0.76207362
+fake_method_vs_real	ScaleDF	TPSMM	24729	19729	5000	0.69517570	0.94924105	11.24623549	0.40293801	0.92222577
+fake_method_vs_real	ScaleDF	Triplane	24729	19729	5000	0.69901735	0.95533095	9.52709413	0.40293801	0.94009061
+fake_method_vs_real	ScaleDF	VQGAN	24729	19729	5000	0.68692628	0.87790898	20.82613868	0.40293801	0.86039043
+forgery_category_vs_real	ScaleDF	FE	29729	19729	10000	0.71674123	0.87975987	17.26449744	0.40293801	0.85108212
+forgery_category_vs_real	ScaleDF	FF	39729	19729	20000	0.76515895	0.87074534	21.09542438	0.40293801	0.84313943
+forgery_category_vs_real	ScaleDF	FR	34729	19729	15000	0.76665035	0.92481871	14.93283322	0.40293801	0.89632747
+forgery_category_vs_real	ScaleDF	FS	29729	19729	10000	0.74513102	0.91991376	14.29437402	0.40293801	0.91484169
+forgery_category_vs_real	ScaleDF	TF	34729	19729	15000	0.77813931	0.95229827	9.83662020	0.40293801	0.92545896
+architecture_vs_real	ScaleDF	3D	34729	19729	15000	0.77963661	0.93982922	12.42580043	0.40293801	0.92384161
+architecture_vs_real	ScaleDF	AR	24729	19729	5000	0.69881516	0.95706788	9.75607076	0.40293801	0.93958488
+architecture_vs_real	ScaleDF	Affine	24729	19729	5000	0.69517570	0.94924105	11.24623549	0.40293801	0.92222577
+architecture_vs_real	ScaleDF	Diff.	39729	19729	20000	0.77625916	0.89804205	18.84767728	0.40293801	0.86761616
+architecture_vs_real	ScaleDF	Flow	24729	19729	5000	0.68991872	0.91739815	14.69958690	0.40293801	0.89398285
+architecture_vs_real	ScaleDF	GAN	29729	19729	10000	0.73958088	0.91661996	15.15014319	0.40293801	0.90024052
+architecture_vs_real	ScaleDF	LLM	24729	19729	5000	0.65946864	0.80418879	26.38124132	0.40293801	0.76207362
+architecture_vs_real	ScaleDF	N/A	24729	19729	5000	0.67216628	0.84088792	23.62002585	0.40293801	0.80942699
+architecture_group_vs_real	ScaleDF	AR	24729	19729	5000	0.69881516	0.95706788	9.75607076	0.40293801	0.93958488
+architecture_group_vs_real	ScaleDF	GAN	29729	19729	10000	0.73958088	0.91661996	15.15014319	0.40293801	0.90024052
+architecture_group_vs_real	ScaleDF	diffusion	39729	19729	20000	0.77625916	0.89804205	18.84767728	0.40293801	0.86761616
+architecture_group_vs_real	ScaleDF	other	54729	19729	35000	0.82431618	0.90445765	15.67585744	0.40293801	0.87989058
+category_arch_group_vs_real	ScaleDF	FE:GAN	24729	19729	5000	0.69901735	0.95533095	9.52709413	0.40293801	0.94009061
+category_arch_group_vs_real	ScaleDF	FE:other	24729	19729	5000	0.65946864	0.80418879	26.38124132	0.40293801	0.76207362
+category_arch_group_vs_real	ScaleDF	FF:AR	24729	19729	5000	0.69881516	0.95706788	9.75607076	0.40293801	0.93958488
+category_arch_group_vs_real	ScaleDF	FF:GAN	24729	19729	5000	0.68692628	0.87790898	20.82613868	0.40293801	0.86039043
+category_arch_group_vs_real	ScaleDF	FF:diffusion	24729	19729	5000	0.66185450	0.80711659	28.18093213	0.40293801	0.76315542
+category_arch_group_vs_real	ScaleDF	FF:other	24729	19729	5000	0.67216628	0.84088792	23.62002585	0.40293801	0.80942699
+category_arch_group_vs_real	ScaleDF	FR:diffusion	24729	19729	5000	0.68458086	0.89143295	19.66070607	0.40293801	0.86341513
+category_arch_group_vs_real	ScaleDF	FR:other	29729	19729	10000	0.73941269	0.94151158	12.06426428	0.40293801	0.91278364
+category_arch_group_vs_real	ScaleDF	FS:diffusion	24729	19729	5000	0.69359861	0.93219428	14.72479294	0.40293801	0.90859832
+category_arch_group_vs_real	ScaleDF	FS:other	24729	19729	5000	0.69901735	0.90763324	14.15841249	0.40293801	0.92108505
+category_arch_group_vs_real	ScaleDF	TF:diffusion	24729	19729	5000	0.69756157	0.96142437	8.73920270	0.40293801	0.93529576
+category_arch_group_vs_real	ScaleDF	TF:other	29729	19729	10000	0.74203640	0.94773523	10.44074104	0.40293801	0.92054055

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict.driver.log

@@ -0,0 +1,21 @@
+started_utc=2026-07-26T15:54:03Z
+hostname=n116-041-181
+checkpoint=/tmp/scaledf_ms_ckpt_stream_cache/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/best_checkpoint.pth
+output_root=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6
+scaledf_val_root=/dev/shm/scaledf_bind_storage/ScaleDF/val
+model_name=deit_base_patch16_LS
+ngpu=8
+batch_size=1024
+workers=16
+prefetch_factor=4
+2026-07-26T15:54:03Z launch gpu=0 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard00_of08.tsv
+2026-07-26T15:54:03Z launch gpu=1 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard01_of08.tsv
+2026-07-26T15:54:03Z launch gpu=2 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard02_of08.tsv
+2026-07-26T15:54:03Z launch gpu=3 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard03_of08.tsv
+2026-07-26T15:54:03Z launch gpu=4 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard04_of08.tsv
+2026-07-26T15:54:03Z launch gpu=5 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard05_of08.tsv
+2026-07-26T15:54:03Z launch gpu=6 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard06_of08.tsv
+2026-07-26T15:54:03Z launch gpu=7 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard07_of08.tsv
+rows=44
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/summary.tsv
+2026-07-26T15:55:23Z prediction done summary=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/summary.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict_shard00.log

@@ -0,0 +1,5 @@
+2026-07-26T15:54:25Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:54:25Z shard=0/8 total=89729 shard_images=11217
+2026-07-26T15:54:29Z loaded model missing=0 unexpected=0
+2026-07-26T15:54:51Z predicted=11217/11217 rate=681.7/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard00_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict_shard01.log

@@ -0,0 +1,5 @@
+2026-07-26T15:54:25Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:54:25Z shard=1/8 total=89729 shard_images=11216
+2026-07-26T15:54:29Z loaded model missing=0 unexpected=0
+2026-07-26T15:54:51Z predicted=11216/11216 rate=691.6/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard01_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict_shard02.log

@@ -0,0 +1,5 @@
+2026-07-26T15:54:25Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:54:25Z shard=2/8 total=89729 shard_images=11216
+2026-07-26T15:54:29Z loaded model missing=0 unexpected=0
+2026-07-26T15:54:48Z predicted=11216/11216 rate=801.0/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard02_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict_shard03.log

@@ -0,0 +1,5 @@
+2026-07-26T15:54:25Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:54:25Z shard=3/8 total=89729 shard_images=11216
+2026-07-26T15:54:29Z loaded model missing=0 unexpected=0
+2026-07-26T15:54:50Z predicted=11216/11216 rate=723.1/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard03_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict_shard04.log

@@ -0,0 +1,5 @@
+2026-07-26T15:54:25Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:54:25Z shard=4/8 total=89729 shard_images=11216
+2026-07-26T15:54:29Z loaded model missing=0 unexpected=0
+2026-07-26T15:54:49Z predicted=11216/11216 rate=792.1/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard04_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict_shard05.log

@@ -0,0 +1,5 @@
+2026-07-26T15:54:25Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:54:25Z shard=5/8 total=89729 shard_images=11216
+2026-07-26T15:54:29Z loaded model missing=0 unexpected=0
+2026-07-26T15:54:51Z predicted=11216/11216 rate=709.5/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard05_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict_shard06.log

@@ -0,0 +1,5 @@
+2026-07-26T15:54:25Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:54:25Z shard=6/8 total=89729 shard_images=11216
+2026-07-26T15:54:29Z loaded model missing=0 unexpected=0
+2026-07-26T15:54:48Z predicted=11216/11216 rate=867.1/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard06_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/logs/category_predict_shard07.log

@@ -0,0 +1,5 @@
+2026-07-26T15:54:25Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:54:25Z shard=7/8 total=89729 shard_images=11216
+2026-07-26T15:54:29Z loaded model missing=0 unexpected=0
+2026-07-26T15:54:50Z predicted=11216/11216 rate=743.3/s
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/predictions/predictions_shard07_of08.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/queue_meta.txt

@@ -0,0 +1,5 @@
+run_name=train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6
+relpath=ScaleDF_scaling_law_121_best_checkpoints_20260726/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/best_checkpoint.pth
+checkpoint_cache=/tmp/scaledf_ms_ckpt_stream_cache/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/best_checkpoint.pth
+model_name=deit_base_patch16_LS
+started_utc=2026-07-26T15:54:03Z

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_6/summary.tsv

@@ -0,0 +1,45 @@
+group_type	dataset	group_name	images	n_real	n_fake	accuracy	auc	eer_percent	mean_real_score	mean_fake_score
+dataset	ScaleDF	ALL	89729	19729	70000	0.86932876	0.90944668	16.51116645	0.32900579	0.85655504
+fake_method_vs_real	ScaleDF	3DSwap	24729	19729	5000	0.77176594	0.92845175	12.01878352	0.32900579	0.92446871
+fake_method_vs_real	ScaleDF	CogVideoX	24729	19729	5000	0.73334951	0.84171262	24.23414669	0.32900579	0.75895812
+fake_method_vs_real	ScaleDF	DiffFace	24729	19729	5000	0.74426786	0.88709235	20.59955902	0.32900579	0.81547671
+fake_method_vs_real	ScaleDF	EDTalk	24729	19729	5000	0.77176594	0.98465417	6.45621522	0.32900579	0.94422401
+fake_method_vs_real	ScaleDF	FLOAT	24729	19729	5000	0.75534797	0.91830030	16.38098789	0.32900579	0.86259910
+fake_method_vs_real	ScaleDF	G3FA	24729	19729	5000	0.76331433	0.95158702	12.46194283	0.32900579	0.90189891
+fake_method_vs_real	ScaleDF	GPT-Image-1	24729	19729	5000	0.72449351	0.81187097	25.97849409	0.32900579	0.72541868
+fake_method_vs_real	ScaleDF	KDTalker	24729	19729	5000	0.76877350	0.97005912	9.16462162	0.32900579	0.92742815
+fake_method_vs_real	ScaleDF	SimpleAR	24729	19729	5000	0.77172550	0.96192393	9.64805565	0.32900579	0.93606162
+fake_method_vs_real	ScaleDF	SkyReels-A1	24729	19729	5000	0.76258644	0.92672102	15.62083684	0.32900579	0.88450504
+fake_method_vs_real	ScaleDF	Step1X-Edit	24729	19729	5000	0.72303773	0.80626797	25.96089107	0.32900579	0.72528714
+fake_method_vs_real	ScaleDF	TPSMM	24729	19729	5000	0.76723685	0.96150018	10.58170257	0.32900579	0.91874695
+fake_method_vs_real	ScaleDF	Triplane	24729	19729	5000	0.77176594	0.95968720	9.55750621	0.32900579	0.93591235
+fake_method_vs_real	ScaleDF	VQGAN	24729	19729	5000	0.72938655	0.82242486	25.75951746	0.32900579	0.73078504
+forgery_category_vs_real	ScaleDF	FE	29729	19729	10000	0.76961889	0.88297758	16.92969664	0.32900579	0.83059974
+forgery_category_vs_real	ScaleDF	FF	39729	19729	20000	0.77819729	0.85948310	22.30613171	0.32900579	0.78780587
+forgery_category_vs_real	ScaleDF	FR	34729	19729	15000	0.82170520	0.94660274	13.06099498	0.32900579	0.90171697
+forgery_category_vs_real	ScaleDF	FS	29729	19729	10000	0.78727842	0.90777205	14.91856354	0.32900579	0.86997271
+forgery_category_vs_real	ScaleDF	TF	34729	19729	15000	0.82366322	0.95767120	10.76960549	0.32900579	0.91141709
+architecture_vs_real	ScaleDF	3D	34729	19729	15000	0.83146650	0.95489765	11.10353861	0.32900579	0.92353055
+architecture_vs_real	ScaleDF	AR	24729	19729	5000	0.77172550	0.96192393	9.64805565	0.32900579	0.93606162
+architecture_vs_real	ScaleDF	Affine	24729	19729	5000	0.76723685	0.96150018	10.58170257	0.32900579	0.91874695
+architecture_vs_real	ScaleDF	Diff.	39729	19729	20000	0.80933323	0.90639628	18.13536963	0.32900579	0.84659200
+architecture_vs_real	ScaleDF	Flow	24729	19729	5000	0.75534797	0.91830030	16.38098789	0.32900579	0.86259910
+architecture_vs_real	ScaleDF	GAN	29729	19729	10000	0.77489993	0.89105603	19.47946982	0.32900579	0.83334869
+architecture_vs_real	ScaleDF	LLM	24729	19729	5000	0.72303773	0.80626797	25.96089107	0.32900579	0.72528714
+architecture_vs_real	ScaleDF	N/A	24729	19729	5000	0.72449351	0.81187097	25.97849409	0.32900579	0.72541868
+architecture_group_vs_real	ScaleDF	AR	24729	19729	5000	0.77172550	0.96192393	9.64805565	0.32900579	0.93606162
+architecture_group_vs_real	ScaleDF	GAN	29729	19729	10000	0.77489993	0.89105603	19.47946982	0.32900579	0.83334869
+architecture_group_vs_real	ScaleDF	diffusion	39729	19729	20000	0.80933323	0.90639628	18.13536963	0.32900579	0.84659200
+architecture_group_vs_real	ScaleDF	other	54729	19729	35000	0.84021268	0.90894748	15.64922283	0.32900579	0.85752050
+category_arch_group_vs_real	ScaleDF	FE:GAN	24729	19729	5000	0.77176594	0.95968720	9.55750621	0.32900579	0.93591235
+category_arch_group_vs_real	ScaleDF	FE:other	24729	19729	5000	0.72303773	0.80626797	25.96089107	0.32900579	0.72528714
+category_arch_group_vs_real	ScaleDF	FF:AR	24729	19729	5000	0.77172550	0.96192393	9.64805565	0.32900579	0.93606162
+category_arch_group_vs_real	ScaleDF	FF:GAN	24729	19729	5000	0.72938655	0.82242486	25.75951746	0.32900579	0.73078504
+category_arch_group_vs_real	ScaleDF	FF:diffusion	24729	19729	5000	0.73334951	0.84171262	24.23414669	0.32900579	0.75895812
+category_arch_group_vs_real	ScaleDF	FF:other	24729	19729	5000	0.72449351	0.81187097	25.97849409	0.32900579	0.72541868
+category_arch_group_vs_real	ScaleDF	FR:diffusion	24729	19729	5000	0.76258644	0.92672102	15.62083684	0.32900579	0.88450504
+category_arch_group_vs_real	ScaleDF	FR:other	29729	19729	10000	0.79935417	0.95654360	11.51048685	0.32900579	0.91032293
+category_arch_group_vs_real	ScaleDF	FS:diffusion	24729	19729	5000	0.74426786	0.88709235	20.59955902	0.32900579	0.81547671
+category_arch_group_vs_real	ScaleDF	FS:other	24729	19729	5000	0.77176594	0.92845175	12.01878352	0.32900579	0.92446871
+category_arch_group_vs_real	ScaleDF	TF:diffusion	24729	19729	5000	0.76877350	0.97005912	9.16462162	0.32900579	0.92742815
+category_arch_group_vs_real	ScaleDF	TF:other	29729	19729	10000	0.79649500	0.95147724	11.58096761	0.32900579	0.90341156

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/logs/category_predict.driver.log

@@ -0,0 +1,21 @@
+started_utc=2026-07-26T15:57:05Z
+hostname=n116-041-181
+checkpoint=/tmp/scaledf_ms_ckpt_stream_cache/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/best_checkpoint.pth
+output_root=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7
+scaledf_val_root=/dev/shm/scaledf_bind_storage/ScaleDF/val
+model_name=deit_base_patch16_LS
+ngpu=8
+batch_size=1024
+workers=16
+prefetch_factor=4
+2026-07-26T15:57:05Z launch gpu=0 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/predictions/predictions_shard00_of08.tsv
+2026-07-26T15:57:05Z launch gpu=1 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/predictions/predictions_shard01_of08.tsv
+2026-07-26T15:57:05Z launch gpu=2 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/predictions/predictions_shard02_of08.tsv
+2026-07-26T15:57:05Z launch gpu=3 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/predictions/predictions_shard03_of08.tsv
+2026-07-26T15:57:05Z launch gpu=4 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/predictions/predictions_shard04_of08.tsv
+2026-07-26T15:57:05Z launch gpu=5 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/predictions/predictions_shard05_of08.tsv
+2026-07-26T15:57:05Z launch gpu=6 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/predictions/predictions_shard06_of08.tsv
+2026-07-26T15:57:05Z launch gpu=7 out=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/predictions/predictions_shard07_of08.tsv
+rows=44
+/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/summary.tsv
+2026-07-26T15:58:36Z prediction done summary=/mnt/bn/search-aipf-haoyu/wenhaowang/ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/summary.tsv

ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/logs/category_predict_shard00.log

@@ -0,0 +1,5 @@
+2026-07-26T15:57:27Z dataset=ScaleDF root=/dev/shm/scaledf_bind_storage/ScaleDF/val images=89729
+2026-07-26T15:57:27Z shard=0/8 total=89729 shard_images=11217
+2026-07-26T15:57:31Z loaded model missing=0 unexpected=0
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ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/logs/category_predict_shard01.log

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ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/logs/category_predict_shard03.log

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ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/logs/category_predict_shard04.log

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ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/logs/category_predict_shard06.log

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ScaleDF_rebuttal/per_sample_predictions/modelscope_scaling_law_121_scaledf_val_20260726_stream/train_scaledf_v1_cross_2direct_balance_ScaleDF_v4_quality_40_100_perturb_16_real_7/logs/category_predict_shard07.log

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