Video Understanding on 5 Video Benchmarks suite (MMVU, MVBench, VMME, VMMES, VMMMU) benchmark leaderboard · SOTA2 Research

Video Understanding on 5 Video Benchmarks suite (MMVU, MVBench, VMME, VMMES, VMMMU)

74.2MMVU ScoreZPPO

Evaluation Results

Method	Links
ZPPO2026.06		74.2	71.7	70.2	72.8	82.1	74.2
Qwen3.5-9B2026.06		73.8	71.4	70.5	72.4	80.9	73.8
GRPO2026.06		73.1	71.5	69.3	71.2	82	73.4
On-Distill2026.06		73	70.4	69.6	71.6	80.7	73.1
Off-Distill2026.06		72.5	69.6	68.5	71.5	80.8	72.6
ZPPO2026.06		70.6	69.6	68.5	70.2	80.2	71.8
Qwen3.5-4B2026.06		69.2	70.2	68.1	69.9	80.3	71.5
GRPO2026.06		69.2	69.1	68.2	68.7	79.4	70.9
On-Distill2026.06		68.7	67.8	67	69.3	78.9	70.3
Off-Distill2026.06		67.9	67.4	66.4	68.8	78.2	69.7
Qwen3.5 + ZPPO2026.06		59	62.7	62.4	63.9	68.1	63.2
Qwen3.5 + GRPO2026.06		56.7	61.7	61.2	62.6	67.3	61.9
Qwen3.52026.06		53.7	60.7	59.9	61.2	67.6	60.6
Qwen3.5 + On-Distill2026.06		52.4	59.9	58.6	59.4	65.5	59.2
Qwen3.5 + Off-Distill2026.06		51.5	59.2	57.9	59	65.4	58.6
Qwen3.5 + ZPPO2026.06		42.5	56.6	53.9	54.9	56.4	52.8
Qwen3.5 + GRPO2026.06		41.3	53.5	52.2	53	52.5	50.5
Qwen3.52026.06		39	51.6	50.3	51.6	48.8	48.3
Qwen3.5 + On-Distill2026.06		36.8	49.2	47.8	49.6	45.7	45.8
Qwen3.5 + Off-Distill2026.06		35.4	48.9	46.8	48.5	45.4	45