Text-based Person Anomaly Retrieval on PAB (Conditional Evaluation) benchmark leaderboard · SOTA2 Research

Text-based Person Anomaly Retrieval on PAB (Conditional Evaluation)

87.01R@1 (Normal)SSDC

Evaluation Results

Method
SSDC2026.04	87.01	92.74	84.78	91.22	67.9	76.68	69.36	78.68	62.29	71.33	82.86	90.1	80.59	87.88	45.1	51.47	61.78	70.03	71.3	78.9
CMP2026.04	84.93	91.66	81.24	89.34	60.06	72.53	63.4	75.74	54.85	67.31	80.89	89	77.2	86.55	39.03	50.58	53.49	66.12	66.12	76.54
IRRA + Detective Squad Interaction2026.04	84.93	91.66	81.65	88.88	66.68	76.06	67.85	77.44	64	72.76	81.5	88.83	79.12	87.1	49.04	56.48	61.07	69.54	70.65	78.75
RDE + Detective Squad Interaction2026.04	84.88	91.08	80.59	88.09	65.32	74.2	65.93	74.81	61.17	69.57	75.78	85.73	77.5	85.39	41.61	47.48	56.88	64.88	65.6	73.77
Baseline2026.04	84.28	91.28	79.02	88.1	54.4	67.4	59.1	72.34	49.95	62.09	79.58	88.24	75.53	85.47	34.93	45.98	50.25	63.32	63	73.8
IRRA2026.04	78.67	87.74	75.08	85.4	56.62	70.37	58.34	72.06	52.68	66.04	75.78	85.73	71.64	82.95	38.32	50.03	51.82	64.66	62.11	73.89
RDE2026.04	76.74	86.12	72.24	83.13	49.9	64.4	53.03	66.69	46.21	59.71	71.79	82.74	67.54	79.24	31.55	41.54	46.21	58.47	54.81	66.99