Video Question Answering on LongVideoBench (LVB)
66.3AccuracyQwen2-VL + ReQuest
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen2-VL + ReQuestLLM Size=8B, #Frames=≤ 512, zero-shot transfer=true2026.07 | 66.3 | |
| Qwen2-VLLLM Size=8B, #Frames=512, reproduced=true2026.07 | 62.7 | |
| LLaVa-OneVision + ReQuestLLM Size=7B, #Frames=32, zero-shot transfer=true2026.07 | 60.2 | |
| LLaVA-Video + ReQuestLLM Size=7B, #Frames=322026.07 | 60.1 | |
| LLaVA-VideoLLM Size=7B, #Frames=32, reproduced=true2026.07 | 58 | |
| NVILALLM Size=8B, #Frames=10242026.07 | 57.7 | |
| LLaVa-OneVisionLLM Size=7B, #Frames=32, reproduced=true2026.07 | 56.6 | |
| Video-LLaVALLM Size=7B, #Frames=82026.07 | 39.1 |