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Image Classification on ImageNet (Acc, ASR, FR, ACR)

76.19Accuracy

Benign

Updated 13d ago

Evaluation Results

Method	Links
Benign 2025.06		76.19	-	-	-
CLIP 2025.07		75.3	-	-	-
GAMA 2025.06		74.42	5.35	10.96	9.67
GAMA + SCGA 2025.06		74.31	5.65	11.6	10.17
FACL 2025.06		74.23	5.68	11.57	9.94
FACL + SCGA 2025.06		74.21	5.69	11.42	9.9
PDCL + SCGA 2025.06		74.17	5.92	11.91	10.45
PDCL 2025.06		74.04	6.16	12.26	10.66
BIA + SCGA 2025.06		73.85	6.36	12.63	10.52
BIA 2025.06		73.84	6.37	12.46	19.51
GAMA 2025.06		73.36	6.94	13.16	10.32
FACL + SCGA 2025.06		73.11	7.34	13.62	10.51
FACL 2025.06		73.09	7.38	13.76	10.58
GAMA + SCGA 2025.06		73.05	7.49	13.96	10.73
PDCL + SCGA 2025.06		72.97	7.62	14.17	10.83
LongCLIP 2025.07		72.9	-	-	-
BIA 2025.06		72.89	7.79	14.41	11.02
PDCL 2025.06		72.8	7.9	14.54	11
BIA + SCGA 2025.06		72.63	8.18	14.97	11.21
SmartCLIP 2025.07		72.5	-	-	-
GAMA 2025.06		72.3	8.53	15.35	10.96
LTP 2025.06		72.19	8.82	15.59	11.42
FACL + SCGA 2025.06		72	8.98	15.81	11.11
FACL 2025.06		71.95	9.07	15.94	11.22
BIA 2025.06		71.93	9.2	16.35	11.53
LTP + SCGA 2025.06		71.78	9.45	16.34	11.69
GAMA + SCGA 2025.06		71.78	9.32	16.32	11.29
PDCL + SCGA 2025.06		71.76	9.32	16.43	11.2
PDCL 2025.06		71.55	9.63	16.82	11.34
BIA + SCGA 2025.06		71.4	10	17.31	11.89
CDA 2025.06		71.14	10.29	17.45	11.73
CDA + SCGA 2025.06		70.9	10.73	18.15	12.11
LTP 2025.06		69.92	12.02	19.37	12.13
CDA 2025.06		69.09	13.11	20.73	12.13
LTP + SCGA 2025.06		68.65	13.71	21.16	12.16
CDA + SCGA 2025.06		68.53	13.9	21.7	12.31
LTP 2025.06		67.65	15.22	23.15	12.83
CDA 2025.06		67.04	15.94	24	12.53
CDA + SCGA 2025.06		66.16	17.07	25.25	12.51
LTP + SCGA 2025.06		65.51	17.97	25.98	12.63