Streaming Video Understanding on OVO-Bench SVU (test)
54.8AccuracyProtoKV
Evaluation results
| Method | Links | |
|---|---|---|
| ProtoKVBackbone=LLaVA-OV-7B, Token budget |M|=4k2026.06 | 54.8 | |
| ProtoKVBackbone=Qwen2.5-VL-7B, Token budget |M|=4k2026.06 | 54.4 | |
| InfiniPot-VBackbone=LLaVA-OV-7B, Token budget |M|=4k2026.06 | 54.2 | |
| InfiniPot-VBackbone=Qwen2.5-VL-7B, Token budget |M|=4k2026.06 | 53.6 | |
| SWABackbone=LLaVA-OV-7B, Token budget |M|=4k2026.06 | 53.5 | |
| SWABackbone=Qwen2.5-VL-7B, Token budget |M|=4k2026.06 | 53.2 |