Streaming Video Question Answering on RVS-Ego
67.8AccuracyMemStream
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MemStreamBackbone=Qwen2.5-VL-7B, Encoding=AKS, Retrieval=Internal, Video Enc.=8.50 FPS, Latency=2.6s, GPU=29 GB, KV-Cache=11.1 GB/h2026.02 | 67.8 | 4.01 | |
| MemStreamBackbone=Qwen2.5-VL-7B, Encoding=AKS, Retrieval=MoE, Video Enc.=8.68 FPS, Latency=2.6s, GPU=32 GB, KV-Cache=11.1 GB/h2026.02 | 67.4 | 4.01 | |
| ReKVBackbone=Qwen2.5-VL-7B, Encoding=Full, Retrieval=Internal, Video Enc.=8.47 FPS, Latency=2.8s, GPU=29 GB, KV-Cache=11.1 GB/h2026.02 | 64.2 | 4 |