HELM SeaHELM - Flores (en-ta): leaderboard
HELM SeaHELM English-to-Tamil machine translation (ChrF++).
Metric: ChrF++. Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 21 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Llama 4 Maverick Instruct FP8 | 51.98 | #414 |
| 2 | Llama 3.1 405B Instruct | 50.9 | #457 |
| 3 | Gemini 2.0 Flash | 50.68 | #342 |
| 4 | Llama 4 Scout Instruct | 49.5 | #539 |
| 5 | Llama 3.2 90B Vision Instruct | 49.11 | #622 |
| 6 | Llama 3.1 70B Instruct | 49.05 | #561 |
| 7 | GPT-4o (2024-11-20) | 48.91 | #381 |
| 8 | Llama 3.3 70B Instruct | 48.33 | #534 |
| 9 | GPT-4o Mini (2024-07-18) | 46.56 | #558 |
| 10 | Llama 3.1 8B CPT SEA LIONv3 Instruct | 45.26 | #810 |
| 11 | Claude 3.7 Sonnet (20250219) | 45.02 | #201 |
| 12 | Gemini 2.0 Flash Lite | 43.39 | #450 |
| 13 | DeepSeek V3 | 39.3 | #321 |
| 14 | Claude 3.5 Haiku (20241022) | 38.72 | #588 |
| 15 | Qwen 2.5 72B Instruct | 32.22 | #454 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=helm-seahelm-flores-en-ta · How It Works · Data refreshed daily, snapshot 2026-10-20.