ChronoPhyBench - Frame Sorting (4 Frames): leaderboard
Metric: Accuracy (%) on ChronoPhyBench chronological sorting of 4 held-out frames: given the video context and caption, put the frames in the order the physical process produces them (exact order required); chance 4.2; higher is better. Source: arxiv.org. Saturation forecast: Around April 2027. 21 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Doubao-Seed-1-8-251228 | 46.5 |
| 2 | Doubao-Seed-2.0-Pro-260215 | 45.5 |
| 3 | GPT-5.5 | 40.5 |
| 4 | Gemini 3 Pro (Preview) | 35.5 |
| 5 | GPT-5.3 | 33.5 |
| 6 | Doubao-Seed-1.6-thinking-250715 | 27 |
| 7 | Qwen 3 VL 32B Instruct | 23 |
| 8 | GPT-5.4 | 16 |
| 9 | Qwen 3 VL 8B (Thinking) | 16 |
| 10 | Qwen 3 VL 8B Instruct | 14 |
| 11 | GLM-4.1V-9B (Thinking) | 13.5 |
| 12 | InternVL3-38B | 8 |
| 13 | InternVL3-14B | 8 |
| 14 | InternVL3-8B | 5 |
| 15 | InternVL3.5-8B | 5 |
Interactive version: theaggregate.ai/benchmark?slug=chronophybench-frame-sorting-4-frames · How It Works · Data refreshed daily, snapshot 2026-09-29.