Visual Question Answering on RSME-Bench
1Causal Decay Rate (Δc)GeoLLaVA-8K
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GeoLLaVA-8KDegradation Level=L12026.05 | 1 | — | |
| GeoLLaVA-8KDegradation Level=L22026.05 | 1 | — | |
| VHMDegradation Level=L12026.05 | 2.8 | — | |
| GeoLLaVA-8KDegradation Level=L32026.05 | 3 | — | |
| VHMDegradation Level=L22026.05 | 4.67 | — | |
| GeoLLaVA-8KDegradation Level=Blind2026.05 | 5 | — | |
| SkyNativeDegradation Level=L12026.05 | 5.3 | — | |
| GeoChatDegradation Level=L12026.05 | 5.38 | — | |
| VHMDegradation Level=L32026.05 | 7.48 | — | |
| GeoChatDegradation Level=L22026.05 | 9.23 | — | |
| VHMDegradation Level=Blind2026.05 | 12.15 | — | |
| SkySenseGPTDegradation Level=L12026.05 | 12.79 | — | |
| GeoChatDegradation Level=L32026.05 | 17.69 | — | |
| SkyNativeDegradation Level=L22026.05 | 20.83 | — | |
| SkySenseGPTDegradation Level=L32026.05 | 20.93 | — | |
| SkySenseGPTDegradation Level=L22026.05 | 24.42 | — | |
| GeoChatDegradation Level=Blind2026.05 | 25.38 | — | |
| SkySenseGPTDegradation Level=Blind2026.05 | 29.07 | — | |
| SkyNativeDegradation Level=L32026.05 | 31.44 | — | |
| SkyNativeDegradation Level=Blind2026.05 | 60.61 | — | |
| GeoChatDegradation Level=Original2026.05 | — | 39.27 | |
| GeoLLaVA-8KDegradation Level=Original2026.05 | — | 30.21 | |
| SkyNativeDegradation Level=Original2026.05 | — | 79.76 | |
| SkySenseGPTDegradation Level=Original2026.05 | — | 25.98 | |
| VHMDegradation Level=Original2026.05 | — | 32.33 |