GEO-Bench 2

Geospatial foundation model benchmark covering remote-sensing classification, segmentation, detection, and regression datasets with repeated-seed public submissions.

31rows
mean_test_metricprimary metric
2026-05-06sampled

Metadata

Metrics

Mean Test Metric, Evaluated Runs, Evaluated Datasets, benv2, biomassters, burn scars, caffe, cloudsen12, dynamic earthnet, everwatch, flair2, forestnet, fotw, kuro siwo, nzcattle, pastis, pastis r, so2sat, spacenet2, spacenet7, substation, treesatai

Latest Results

Rank Subject Mean Test Metric Model Match Provenance Sampled
1 DOFA-ViT-B (full_ft, 114be1f0) 0.63 Imported 2026-05-06
2 Clay-V1 ViT-B (frozen, 80100fc6) 0.61 Imported 2026-05-06
3 Resnet50-MOCO (full_ft, 114be1f0) 0.61 Imported 2026-05-06
4 Satlas-Resnet50 (full_ft, 114be1f0) 0.60 Imported 2026-05-06
5 Resnet50-DINO (full_ft, 114be1f0) 0.60 Imported 2026-05-06
6 DinoV3-ViT-L-SAT (frozen, 80100fc6) 0.60 Imported 2026-05-06
7 TerraMind-V1-Large (frozen, 80100fc6) 0.60 Imported 2026-05-06
8 Prithvi-EO-V2 600M TL (frozen, 80100fc6) 0.59 Imported 2026-05-06
9 DOFA-ViT 300M (frozen, 80100fc6) 0.59 Imported 2026-05-06
10 ConvNext-XLarge-ImageNet (frozen, 80100fc6) 0.59 Imported 2026-05-06
11 DinoV3-ConvNext-Large-WEB (frozen, 80100fc6) 0.58 Imported 2026-05-06
12 Resnet50-DeCUR (frozen, 80100fc6) 0.57 Imported 2026-05-06
13 ConvNext-XLarge-ImageNet (full_ft, 114be1f0) 0.56 Imported 2026-05-06
14 ConvNext-Large-ImageNet (full_ft, 114be1f0) 0.55 Imported 2026-05-06
15 Clay-V1 ViT-B (full_ft, 114be1f0) 0.55 Imported 2026-05-06
16 Clay-V1 ViT-B (full_ft, 2ce4a907) 0.55 Imported 2026-05-06
17 TerraMind-V1-Large (full_ft, 2ce4a907) 0.55 Imported 2026-05-06
18 Satlas-Swin 100M (frozen, 80100fc6) 0.55 Imported 2026-05-06
19 Satlas-Swin 100M (full_ft, 114be1f0) 0.55 Imported 2026-05-06
20 TerraMind-V1-Large (full_ft, 114be1f0) 0.55 Imported 2026-05-06
21 DinoV3-ConvNext-Large-WEB (full_ft, 114be1f0) 0.55 Imported 2026-05-06
22 DOFA-ViT 300M (full_ft, 2ce4a907) 0.54 Imported 2026-05-06
23 DinoV3-ViT-L-SAT (full_ft, 114be1f0) 0.54 Imported 2026-05-06
24 DOFA-ViT 300M (full_ft, 114be1f0) 0.54 Imported 2026-05-06
25 Prithvi-EO-V2 600M TL (full_ft, 114be1f0) 0.54 Imported 2026-05-06
26 Satlas-Resnet50 (frozen, 80100fc6) 0.54 Imported 2026-05-06
27 Prithvi-EO-V2 300M TL (full_ft, 114be1f0) 0.54 Imported 2026-05-06
28 TerraMind-V1-Base (full_ft, 114be1f0) 0.53 Imported 2026-05-06
29 Satlas-SwinB-Naip (full_ft, 114be1f0) 0.53 Imported 2026-05-06
30 Resnet50-DeCUR (full_ft, 114be1f0) 0.51 Imported 2026-05-06
31 Resnet50-ImageNet (full_ft, 114be1f0) 0.50 Imported 2026-05-06