HOI Anticipation on VidHOI Oracle mode benchmark leaderboard · SOTA2 Research

HOI Anticipation on VidHOI Oracle mode

38.46mAPHOI4ABOT (Dual, scratch)

Evaluation Results

Method	Links
HOI4ABOT (Dual, scratch)2023.09		38.46	73.32	63.78	55.37	65.59
HOI4ABOT (Stacked, Hydra)2023.09		37.8	72.05	65.58	56.23	66.09
HOI4ABOT (Dual, Hydra)2023.09		37.77	74.07	64.9	56.38	66.53
SAGE2026.07		37.71	72.88	60.24	51.86	62.72
ST-Gaze2023.09		37.59	72.17	59.98	51.65	62.78
HOI4ABOT (Stacked, Scratch)2023.09		36.14	70.03	64.61	53.99	64.34
ST-Gaze*2026.07		35.71	71.28	59.38	51.06	62.06
HOI4ABOT (Stacked, Hydra)2023.09		35	72.86	65.18	56.36	66.2
HOI4ABOT (Stacked, Hydra)2023.09		34.9	72.96	65.05	56.3	66.2
HOI4ABOT (Dual, Hydra)2023.09		34.75	74.37	64.52	56.22	66.4
HOI4ABOT (Stacked, Scratch)2023.09		34.65	73.85	62.13	54.15	64.77
HOI4ABOT (Dual, scratch)2023.09		34.58	73.61	61.7	54	64.48
HOI4ABOT (Stacked, Scratch)2023.09		34.27	72.29	61.81	53.65	64.03
SAGE2026.07		34.22	72.36	60.98	52.88	63.05
HOI4ABOT (Dual, Hydra)2023.09		34.07	73.67	65.1	56.31	66.4
HOI4ABOT (Dual, scratch)2023.09		33.79	72.33	63.96	55.28	65.21
ST-Gaze2023.09		33.14	71.88	60.44	52.08	62.87
ST-Gaze2023.09		32.75	71.25	59.09	51.14	61.92
SAGE2026.07		32.64	71.96	59.88	51.46	62.14
ST-Gaze*2026.07		32.3	70.67	58.99	50.79	61.59
ST-Gaze*2026.07		32.19	71.09	60.17	51.63	62.39
STTran2023.09		29.09	74.76	41.36	36.61	50.48
STTran2026.07		29.09	74.76	41.36	36.61	50.48
STTran2023.09		27.59	74.79	40.86	36.42	50.16
STTran2026.07		27.59	74.79	40.86	36.42	50.16
STTran2023.09		27.32	75.65	41.18	36.92	50.66
STTran2026.07		27.32	75.65	41.18	36.92	50.66