Question Answering on LVBench Haystack
55.5LVBench ScoreReflect-R1
Evaluation results
| Method | Links | |
|---|---|---|
| Reflect-R1Base Model=Qwen2.5VL-7B, # Frame=10.18†, Search Strategy=Active Tool-Augmented Search2026.06 | 55.5 | |
| T*Base Model=GPT-4o, # Frame=32, Search Strategy=Adaptive Temporal Search2026.06 | 53.1 | |
| T*Base Model=GPT-4o, # Frame=8, Search Strategy=Adaptive Temporal Search2026.06 | 51.9 | |
| TimeSearch-RBase Model=Qwen2.5VL-7B, # Frame=9.32†, Search Strategy=Active Tool-Augmented Search2026.06 | 51.5 | |
| UniformBase Model=GPT-4o, # Frame=32, Search Strategy=Static Frame Sampling2026.06 | 50.5 | |
| UniformBase Model=GPT-4o, # Frame=8, Search Strategy=Static Frame Sampling2026.06 | 47.1 | |
| UniformBase Model=Qwen2.5VL-7B, # Frame=8, Search Strategy=Static Frame Sampling2026.06 | 33.7 |