RSHR-Bench - Captioning 1000 Images - ROUGE-L: leaderboard

Primary RSHR-Bench remote-sensing high-resolution evaluation. Captioning 1000 Images - ROUGE-L. Multiple choice and open-ended judge-threshold protocols remain separate. Captioning uses the 1,000-image main-paper subset. Text-only baselines retain their input configuration.

Metric: Metric points (0–100). Source: arxiv.org. Saturation forecast: Around 2033. 11 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4o Mini25.8#588
2GPT-4o23.1#334
3GPT-520.6#94
4Gemini 2.5 Pro7.1#150
5Qwen 2.5 VL 7B6.1#632

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=rshr-bench-captioning-1000-images-rouge-l · How It Works · Data refreshed daily, snapshot 2026-10-16.