HELM Lite - LegalBench - Abercrombie: leaderboard

HELM Lite v1.13.0 LegalBench Abercrombie task: classify how distinctive a trademark is for its product on the Abercrombie spectrum (generic, descriptive, suggestive, arbitrary or fanciful); up to 95 items per model, exact match. Percent correct, 0-100, higher is better.

Metric: Exact Match (%). Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 91 models tracked.

Top models

#ModelScoreOverall rank
1Llama 3.3 70B Instruct84.21#541
2GPT-4o (2024-05-13)84.21#337
3Gemini 2.0 Flash (Preview)83.16#376
4Llama 3.1 405B Instruct82.11#470
5Claude 3.5 Sonnet (20241022)81.05#302
6Gemini 1.5 Pro (002)80#368
7Claude 3.5 Sonnet (20240620)80#308
8GPT-4 Turbo80#417
9DeepSeek V378.95#329
10Gemini 1.5 Pro (001)78.95#465
11Nova Pro78.95#594
12Qwen 2.5 72B Instruct77.89#469
13GPT-4o (2024-08-06)76.84#343
14Claude 3 Opus (20240229)76.84#428
15Claude 3.5 Haiku (20241022)76.84#590

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=helm-lite-legalbench-abercrombie · How It Works · Data refreshed daily, snapshot 2026-11-05.