VideoOdyssey-V - Attribute Recognition: leaderboard
Metric: Multiple-choice accuracy (%) on the 106 attribute recognition questions (identify the specific visual attributes of entities, including humans, objects and scenes) of VideoOdyssey-V (human-written questions on 100 videos of 60 to 255 minutes that need visual cues and long continuous viewing; 1,618 in all), 128 frames for proprietary models and each open model's maximum frame setting; higher is better. Source: arxiv.org. Saturation forecast: Around May 2027. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 64.2 |
| 2 | Seed 2.0 Pro | 61.3 |
| 3 | Qwen 3.5 27B | 59.4 |
| 4 | Gemini 2.5 Pro | 54.7 |
| 5 | GPT-5.2 | 51.9 |
| 6 | Kimi K2.5 | 51.9 |
| 7 | Qwen 3 VL 235B A22B | 49.1 |
| 8 | Phi-4 Multimodal Instruct | 32.1 |
Interactive version: theaggregate.ai/benchmark?slug=videoodyssey-v-attribute-recognition · How It Works · Data refreshed daily, snapshot 2026-10-07.