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Video Understanding on Video-MME (Score)

67.41ScoreDELTAVID-Qwen3-VL-8B
48.991653.773358.55563.3367Apr 1, 2026Apr 15, 2026Apr 29, 2026May 14, 2026May 28, 2026Jun 11, 2026Jun 26, 2026

Evaluation results

MethodLinks
DELTAVID-Qwen3-VL-8BParameters=8B, Base Model=Qwen3-VL2026.0667.41
Qwen3-VL-8BParameters=8B2026.0666.89
Video-R12026.0661.4
CapRL++Model Category=Specialized Video VLMs, Backbone=Qwen3-VL-4B2026.0659.4
LLaVA-OneVision-7BToken Budget=100%2026.0458.4
Qwen3-VL-32BModel Category=General VLMs, Variant=Instruct2026.0656.8
Qwen3-VL-235B-A22BModel Category=General VLMs, Variant=Instruct2026.0656.7
Qwen3-VL-as-Judge-4BModel Category=Specialized Video VLMs2026.0656.5
IWPToken Budget=11.1%2026.0454.8
Qwen3-VL-8BModel Category=General VLMs, Variant=Instruct2026.0654.8
PACTToken Budget=11.1%2026.0454.5
DivPruneToken Budget=11.1%2026.0453.8
TimeLens-8BModel Category=Specialized Video VLMs2026.0653.8
FastVToken Budget=11.1%2026.0453.4
Qwen3-VL-4B (baseline)Model Category=General VLMs, Variant=Instruct2026.0651.8
Tarsier2-7BModel Category=Specialized Video VLMs2026.0649.7