Video Understanding on MMBench-Video (TR/Overall Metrics)
1.46TR ScoreInternVL3-8B (MERIT)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| InternVL3-8B (MERIT)Model=InternVL3-8B, Variant=MERIT2026.04 | 1.46 | 1.72 | |
| InternVL3-8B (BASE)Model=InternVL3-8B, Variant=BASE2026.04 | 1.44 | 1.68 | |
| InternVL3-8B (ALL-LAYER)Model=InternVL3-8B, Variant=ALL-LAYER2026.04 | 1.44 | 1.71 | |
| InternVL3-8B (RANDOM-K)Model=InternVL3-8B, Variant=RANDOM-K2026.04 | 1.43 | 1.7 | |
| Qwen3-VL-4B (MERIT)Model=Qwen3-VL-4B, Variant=MERIT2026.04 | 1.38 | 1.66 | |
| Qwen3-VL-4B (ALL-LAYER)Model=Qwen3-VL-4B, Variant=ALL-LAYER2026.04 | 1.27 | 1.59 | |
| Qwen3-VL-4B (RANDOM-K)Model=Qwen3-VL-4B, Variant=RANDOM-K2026.04 | 1.27 | 1.55 | |
| LongVA-7B (MERIT)Model=LongVA-7B, Variant=MERIT2026.04 | 1.09 | 1.29 | |
| LongVA-7B (ALL-LAYER)Model=LongVA-7B, Variant=ALL-LAYER2026.04 | 1.08 | 1.28 | |
| Qwen3-VL-4B (BASE)Model=Qwen3-VL-4B, Variant=BASE2026.04 | 1.08 | 1.5 | |
| LongVA-7B (RANDOM-K)Model=LongVA-7B, Variant=RANDOM-K2026.04 | 1.07 | 1.25 | |
| LongVA-7B (BASE)Model=LongVA-7B, Variant=BASE2026.04 | 1.05 | 1.27 |