XLRS-Bench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visual Question Answering | XLRS-Bench L-3 Capability (test) | OC61.7 | 33 | |
| Remote Sensing Image Understanding | XLRS-Bench | Accuracy52.78 | 20 | |
| Remote Sensing Perception and Reasoning | XLRS-Bench | Average Score (Avg.)53.1 | 19 | |
| Remote Sensing Reasoning | XLRS-Bench | PASS@160.4 | 18 | |
| Remote Sensing Visual Question Answering | XLRS-Bench | Average Score0.542 | 17 | |
| Visual Question Answering | XLRS-Bench vqa | F1 Score21.6 | 10 | |
| Image Captioning | XLRS-Bench caption | GEval Score40.4 | 10 | |
| Scientific Reasoning | XLRS-Bench Lite | Score51.12 | 9 | |
| Remote Sensing | XLRS-Bench | Score52.8 | 5 |
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