CVGEvalKit: leaderboard

CVGEvalKit evaluates lightweight language models on criminal court view generation from case facts, with the same setup also used for charge prediction. The benchmark is text-based, and the pinned ROUGE-1 metric measures overlap between generated court views and reference text. Source: BenchmarkList’s attributed result table.

Metric: ROUGE-1. Source: benchmarklist.com. Saturation forecast: Estimated already saturated. 16 models tracked.

Top models

#ModelScoreOverall rank
1Gemma 3 1B (IT)79.03#1481
2Qwen 3 1.7B37.34#1175
3Qwen 3 0.6B3.36#1448
4Llama 3.2 1B Instruct3.31#1518

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

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