| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| StreamingBench | Overall93.55 | 308 | 18d ago | ||
| OVO-Bench | Real-Time Visual Perception Avg.93.2 | 75 | 1mo ago | ||
| RVS-Movie | ReKV | Accuracy61.6 | 40 | 1mo ago | |
| OVOBench Realtime | Average Score93.2 | 38 | 1mo ago | ||
| RVS-Ego | ReKV | Accuracy63.7 | 37 | 1mo ago | |
| OVOBench | Accuracy92.8 | 28 | 23d ago | ||
| OVO-Bench 1.0 (test) | AURA | OCR89.9 | 21 | 3mo ago | |
| StreamBench | Accuracy54.9 | 18 | 1mo ago | ||
| OVO-Bench RealStreamEval protocol | OCR93.9 | 17 | 2mo ago | ||
| OVOBench | ReKV | Accuracy (Proactive Forwarding)69.1 | 17 | 4mo ago | |
| OVBench Non-Proactive | StreamReady | Average63.9 | 15 | 4mo ago | |
| PEARL-Bench | Frame-level Real-Time Performance97.61 | 13 | 4mo ago | ||
| StreamingBench Contextual partition | OmniMem | Accuracy40.7 | 9 | 1mo ago | |
| StreamingBench Omni-source partition | OmniMem | Accuracy60.9 | 9 | 1mo ago | |
| StreamingBench Realtime partition | OmniMem | Accuracy78.5 | 9 | 1mo ago | |
| OVBench | Seed2.0 Pro | Accuracy69.2 | 9 | 23d ago | |
| StreamingBench Real-time | SAVEMem | Score76 | 8 | 2mo ago | |
| StreamingBench proactive | Seed1.5-VL | Accuracy82.8 | 8 | 4mo ago | |
| OVO-Bench SVU (test) | ProtoKV | Accuracy54.8 | 6 | 29d ago | |
| RVS-Movie SVU (test) | ProtoKV | Accuracy53.1 | 6 | 29d ago | |
| RVS-Ego SVU (test) | ProtoKV | Accuracy59.4 | 6 | 29d ago | |
| OmniMMI | AURA | SG (1st)52.7 | 6 | 3mo ago |
