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Anomaly Discrimination on Anomaly Discrimination Tasks

95.24Accuracy

Human (expert)

Updated 4d ago

Evaluation Results

Method	Links
Human (expert) 2026.02		95.24	94.25	98.89	96.43
Human (ordinary) 2026.02		86.9	87.07	94.35	89.3
Reason-IAD (Qwen3-VL) 2026.02		79.42	73.77	83.37	73.08
Reason-IAD (Qwen3-VL) 2026.02		79.2	68.21	86.4	75.49
Qwen3-VL 2026.02		74.51	75.58	79.76	77.43
Qwen3-VL 2026.02		74.48	57.95	89.41	67.01
Reason-IAD (Qwen2.5-VL) 2026.02		73.91	55.5	75.95	62.15
Reason-IAD (Qwen3-VL) 2026.02		73.48	92.23	69.19	78.75
Qwen3-VL 2026.02		69.24	66.83	79.78	71.64
Qwen2.5-VL 2026.02		68.87	53.74	75.54	61.48
Gemini-1.5-pro 2026.02		68.63	45.47	86.84	57.6
GPT-4o 2026.02		68.63	67.37	75.68	71.04
InternVL2 2026.02		68.25	55.81	83.52	64.4
AnomalyGPT 2026.02		65.57	82.11	74.45	76.68
GPT-4o-mini 2026.02		64.33	65.47	73.04	68.67
claude-3.5-sonnet 2026.02		60.14	30.87	76.75	41.92
InternVL2 2026.02		59.97	30.25	79.22	41.23
Gemini-1.5-flash 2026.02		58.58	78.63	67.41	72.4
LLaVA-NeXT 2026.02		57.92	46.27	69.98	54.44
LLaVA-NeXT-Interleave 2026.02		57.64	16.58	90.83	25.64
MiniCPM-V2.6 2026.02		57.31	34.38	70.98	45.31
InternLM-XComposer2-VL 2026.02		55.85	17.94	75.87	27.16
Cambrian-1* 2026.02		55.6	22.28	74.1	31.85
Qwen-VL-Chat 2026.02		53.65	43.95	65.39	47.28
SPHINX* 2026.02		53.13	6.42	99.74	10.61
LLaVA-OnVision 2026.02		51.77	4.9	78.19	9.1
LLaVA-1.5 2026.02		51.33	94.79	62.72	75.32
LLaVA-1.5 2026.02		49.96	99.79	62	76.28