NovGauge - Multi-Paper Grouping - Method Verified F1: leaderboard
Metric: Verified F1 (%). Source: arxiv.org. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 16.7 |
| 2 | Gemini 3.1 Flash Lite | 10.1 |
| 3 | Qwen 3.6 Plus | 9.6 |
| 4 | Gemini 3.1 Pro (Preview) | 9 |
| 5 | DeepSeek V4 Pro | 8.4 |
| 6 | GPT-5.4 Mini | 7.5 |
| 7 | DeepSeek V4 Flash | 7.1 |
| 8 | Claude Sonnet 4.6 | 5 |
| 9 | Kimi K2.6 | 4.3 |
| 10 | MiniMax-M2.7 | 3.1 |
| 11 | GLM-5.1 | 2.6 |
| 12 | Claude Opus 4.7 | 0 |
Interactive version: theaggregate.ai/benchmark?slug=novgauge-multi-paper-grouping-method-verified-f1 · How It Works · Data refreshed daily, snapshot 2026-09-19.