EComStage - Attitude Classification: leaderboard
Metric: Task Score (%). Source: arxiv.org. 33 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek V3 | 88.68 |
| 2 | dots.llm1.inst | 87.74 |
| 3 | Qwen 3 235B A22B | 87.26 |
| 4 | Qwen 3 235B A22B Instruct | 87.26 |
| 5 | InternVL3-14B | 85.85 |
| 6 | Qwen 3 32B | 84.43 |
| 7 | GLM-4 32B | 83.73 |
| 8 | Claude Sonnet 4 | 83.49 |
| 9 | Qwen 2.5 72B Instruct | 83.02 |
| 10 | DeepSeek R1 | 83.02 |
| 11 | Qwen 3 4B Instruct | 82.78 |
| 12 | Qwen 3 14B | 82.08 |
| 13 | Qwen 3 30B A3B | 82.08 |
| 14 | InternVL3-8B | 81.6 |
| 15 | Qwen 2.5 14B Instruct | 81.6 |
Interactive version: theaggregate.ai/benchmark?slug=ecomstage-attitude-classification · How It Works · Data refreshed daily, snapshot 2026-09-19.