Video-MemComp - VideoMME Overall: leaderboard
Video-MemComp v1: streaming evaluation of official development sets. Table 1 mixes reproduced starred rows and results from prior papers; frame sampling and average KV budget differ by system and remain in row identity. Backbone checkpoint revision and decoding are not fully specified; source-qualified systems are retained. This is video QA under cache compression, not an unmodified backbone score. VideoMME Overall. Metric: Accuracy (%).
Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 21 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Video-MemComp GPT4-o [frames 1fps; KV –] | 77.2 | |
| 2 | Video-MemComp Qwen2-VL-7B [frames 768; KV 100K] | 63.7 | |
| 3 | Video-MemComp Qwen2-VL-7B + InfiniPot-V [frames 768; KV 6K] | 62.8 | |
| 4 | Video-MemComp Qwen2-VL-7B + StreamMem [frames 0.5/0.2fps; KV 6K] | 62.1 | |
| 5 | Video-MemComp Qwen2.5-VL-3B + Video-MemComp [frames 768; KV 6K] | 61.2 | |
| 6 | Video-MemComp Qwen2-VL-7B + Video-MemComp [frames 768; KV 6K] | 60.8 | |
| 7 | Video-MemComp GPT4-V [frames 1fps; KV –] | 60.7 | |
| 8 | Video-MemComp LongVU 7B [frames 1fps; KV 8K] | 60.6 | |
| 9 | Video-MemComp Qwen2-VL-7B + DyCoke [frames 768; KV 6K] | 59.8 | |
| 10 | Video-MemComp Qwen2.5-VL-3B + StreamMem [frames 4.0/0.5 fps; KV 6K] | 59.5 |
Interactive version: theaggregate.ai/benchmark?slug=video-memcomp-videomme-overall · How It Works · Data refreshed daily, snapshot 2026-10-27.