NovGauge - Pairwise Novelty - Method F1: leaderboard
Metric: F1 (%). Source: arxiv.org. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Flash Lite | 81.9 |
| 2 | GPT-5.5 | 78.7 |
| 3 | Gemini 3.1 Pro (Preview) | 78 |
| 4 | Claude Opus 4.7 | 72.2 |
| 5 | Claude Sonnet 4.6 | 70.4 |
| 6 | Qwen 3.5 27B | 67.1 |
| 7 | Kimi K2.6 | 64.6 |
| 8 | MiniMax-M2.7 | 64.3 |
| 9 | Gemma 4 31B (IT) | 64.1 |
| 10 | Qwen 3.6 Plus | 63 |
| 11 | DeepSeek V4 Flash | 61.3 |
| 12 | GPT-5.4 Mini | 60.8 |
| 13 | GLM-5.1 | 57.4 |
| 14 | DeepSeek V4 Pro | 51.2 |
| 15 | Qwen 3 32B | 49.3 |
Interactive version: theaggregate.ai/benchmark?slug=novgauge-pairwise-novelty-method-f1 · How It Works · Data refreshed daily, snapshot 2026-09-19.