EYT-Bench (Nemotron-USA) - Empathy: leaderboard
Metric: Empathy (recognition, attribution, resonance, response, support) (0-100): judge rubric of five sub-indicators scored 0, 0.5 or 1 per turn, summed to 0-5, turn weighted with the first two turns at 0.10 each and rescaled to 0-100; multi-turn dialogues of up to 10 turns with a persona-grounded Gemini 3.1 Pro user simulator and a Gemini 3.1 Pro judge (reasoning effort high, temperature 0); Nemotron-Personas-USA pool (100 dialogues; structured demographic personas). Source: arxiv.org. Saturation forecast: Around 2029. 17 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.5 27B | 77.4 |
| 2 | Qwen 3.5 35B A3B | 76.7 |
| 3 | Qwen 3.5 397B A17B | 76.3 |
| 4 | Gemini 3.1 Pro (Preview) (Thinking) | 73.8 |
| 5 | Claude Sonnet 4.6 | 73.4 |
| 6 | Claude Opus 4.7 | 72.3 |
| 7 | DeepSeek V4 Pro | 70.7 |
| 8 | Seed 2.0 Lite | 70.1 |
| 9 | DeepSeek V4 Flash | 69.8 |
| 10 | Seed 2.0 Pro | 69 |
| 11 | Seed 2.0 Mini | 63.9 |
| 12 | GPT-5.5 | 57 |
Interactive version: theaggregate.ai/benchmark?slug=eyt-bench-nemotron-usa-empathy · How It Works · Data refreshed daily, snapshot 2026-09-29.