Audio-visual understanding on Audio-visual understanding evaluation suite (test) benchmark leaderboard · SOTA2 Research

Audio-visual understanding on Audio-visual understanding evaluation suite (test)

46.7WorldSense ScoreFull tokens

Evaluation Results

Method	Links
Full tokens2026.05		46.7	64	34.1	65.3	33.3	48.7
SEATS2026.05		46.2	62.1	35	66.8	36.2	49.3
DivPrune-om2026.05		45.4	59.7	34.7	66.3	35.4	48.3
SEATS2026.05		45.3	60.9	34.7	66.5	35.7	48.6
OmniZip2026.05		45.2	60.4	34.5	66.3	34.7	48.2
VisionZip-om2026.05		45.2	60.2	34.6	66.3	35.4	48.3
DivPrune2026.05		44.8	60.7	33.9	66.1	35.7	48.2
Random2026.05		44.6	59.7	34.1	65	34.9	47.7
FastVID2026.05		44.6	59.8	34.6	65.4	35.8	48.1
VisionZip2026.05		44.5	60.6	33.6	66.2	35.3	48
DivPrune-om2026.05		44.5	59.2	34.5	66.2	35.4	48
DyCoke2026.05		44.4	59.9	34.6	66	34.7	47.9
VisionZip-om2026.05		44.4	58.3	33.7	65.4	34.7	47.3
SEATS2026.05		44.1	58.7	33.7	66	34.6	47.4
FastV2026.05		43.7	59.6	34.7	65.2	34.8	47.6
SEATS2026.05		43.5	57.8	33.6	64.6	35.1	46.9
FastVID2026.05		43.4	58.5	33.8	64.3	34.8	47
FastV-om2026.05		43.3	58.7	34.4	65.6	34.3	47.2
DivPrune2026.05		43.2	59.7	34.3	65.3	35.9	47.7
Random2026.05		43	57.3	33.5	64.2	34.6	46.5
VisionZip-om2026.05		43	57.1	33.6	63.1	33.8	46.1
OmniZip2026.05		42.7	55.5	32.2	66	34	46.1
FastV2026.05		42.4	56.5	33.4	62.8	33.8	45.8
VisionZip2026.05		42.4	59.7	34.4	64.1	34.5	47
DivPrune-om2026.05		42.4	57.6	33	64.4	34.4	46.4
VisionZip-om2026.05		41.8	52.8	33.4	60.7	34.4	44.6
FastV-om2026.05		41.6	56.1	33	63.4	32.7	45.4
DivPrune-om2026.05		41.3	55.1	33.5	63.4	34.8	45.6
Random2026.05		40.4	55.7	32.7	63.4	32.8	45
Random2026.05		39.2	52	31.6	60.4	32.9	43.2
FastV-om2026.05		38.4	51.8	31.2	58.8	31.2	42.3