VideoJev Evaluation - Charades-STA TimeLens - R1@0.5: leaderboard

VideoJev Evaluation - Charades-STA TimeLens - R1@0.5. Refined TimeLens annotations; generative models Instruct mode; VideoJev Joint inference. Source Table1; latency is not capability. Metric: R1@0.5 (%). Primary published table; source configurations remain distinct.

Metric: R1@0.5 (%). Source: arxiv.org. Saturation forecast: Around 2031. 15 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro61.1#150
2Qwen 3.5 4B56.6#463
3Qwen 3.6 35B A3B47#217
4Qwen 3.5 35B A3B44.2#250
5GPT-542#94

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=videojev-evaluation-charades-sta-timelens-r1-0-5 · How It Works · Data refreshed daily, snapshot 2026-10-16.