Image Classification on RSWK Mini (test)
79Overall AccuracyRS-RAG
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RS-RAG2025.04 | 79 | 98 | 76 | 77 | 92 | 91 | 81 | 98 | 75 | 92 | 72 | 80 | 99 | 23 | 52 | 74 | 89 | |
| Qwen2.5-VL2025.04 | 61 | 90 | 66 | 69 | 78 | 77 | 51 | 39 | 23 | 70 | 29 | 32 | 88 | 52 | 59 | 69 | 86 | |
| GeoChat2025.04 | 60 | 94 | 55 | 75 | 79 | 79 | 54 | 34 | 11 | 65 | 27 | 39 | 88 | 60 | 57 | 64 | 84 | |
| Llama3.2-Vision2025.04 | 59 | 93 | 62 | 66 | 77 | 72 | 43 | 39 | 13 | 75 | 41 | 28 | 90 | 48 | 57 | 55 | 90 | |
| Janus-Pro2025.04 | 58 | 95 | 67 | 62 | 84 | 76 | 40 | 37 | 17 | 64 | 30 | 20 | 90 | 46 | 49 | 64 | 87 | |
| InternVL2.52025.04 | 57 | 91 | 59 | 73 | 76 | 82 | 35 | 42 | 27 | 60 | 16 | 21 | 90 | 45 | 41 | 72 | 86 | |
| RSGPT2025.04 | 46 | 91 | 70 | 79 | 75 | 37 | 22 | 18 | 31 | 50 | 6 | 49 | 93 | 6 | 11 | 66 | 39 |