TimeSpot - Season: leaderboard
Metric: Accuracy (%) of the predicted season on TimeSpot's 1,455 ground-level photographs from 80 countries, each answered zero-shot in a structured multi-field schema from the image alone; a Gemini-2.5-Flash judge normalizes each field (synonyms, abbreviations) and marks it correct or not; higher is better. Source: arxiv.org. Saturation forecast: Around 2030. 27 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | O4 Mini | 65.81 | #172 |
| 2 | Qwen 2.5 VL 7B Instruct | 61.46 | #643 |
| 3 | GPT-5 Mini | 58.43 | #176 |
| 4 | GLM-4.1V-9B (Thinking) | 58.02 | #457 (GLM-4.1V-9B) |
| 5 | GLM-4.5V | 57.55 | #339 |
| 6 | Gemini 2.5 Flash (Thinking) | 51.13 | #237 (Gemini 2.5 Flash) |
| 7 | Gemini 2.5 Flash (Non-reasoning) | 50.92 | #237 (Gemini 2.5 Flash) |
| 8 | Gemini 2.0 Flash | 49.76 | #331 |
| 9 | Gemini 2.0 Flash (Thinking) | 49.28 | #331 (Gemini 2.0 Flash) |
| 10 | GPT-5.2 | 47.17 | #105 |
| 11 | GPT-4o Mini | 47.08 | #588 |
| 12 | InternVL3-78B | 45.91 | #345 |
| 13 | Qwen 3 VL 235B A22B Instruct | 45.56 | #264 |
| 14 | Llama 3.2 90B Vision Instruct | 45.15 | #611 |
| 15 | Gemma 3 27B (IT) | 44.81 | #509 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=timespot-season · How It Works · Data refreshed daily, snapshot 2026-10-11.