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ResearchFormerly WizWand

Generalized Referring Expression Segmentation on EarthReason (test)

70.75gIoUSegEarth-R1
30.616441.035751.45561.8743Sep 26, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SegEarth-R1Evaluation Protocol=Full Amount Fine-tune2025.0970.75
PSALMEvaluation Protocol=Full Amount Fine-tune2025.0968.3
LISAEvaluation Protocol=Full Amount Fine-tune2025.0960.88
PixelLMEvaluation Protocol=Full Amount Fine-tune2025.0960.01
Geo-R1 (DAPO)Evaluation Protocol=10-shot Fine-tune, Number of training samples=2402025.0958.41
Geo-R1 (GRPO)Evaluation Protocol=10-shot Fine-tune, Number of training samples=2402025.0958.27
SegEarth-R1Evaluation Protocol=10-shot Fine-tune, Number of training samples=2402025.0956.6
Geo-R1 (DAPO)Evaluation Protocol=5-shot Fine-tune, Number of training samples=1202025.0956.24
Geo-R1 (GRPO)Evaluation Protocol=5-shot Fine-tune, Number of training samples=1202025.0956.01
Geo-R1 (DAPO)Evaluation Protocol=1-shot Fine-tune, Number of training samples=242025.0951.82
Geo-R1 (GRPO)Evaluation Protocol=1-shot Fine-tune, Number of training samples=242025.0951.38
SegEarth-R1Evaluation Protocol=5-shot Fine-tune, Number of training samples=1202025.0945.46
SegEarth-R1Evaluation Protocol=1-shot Fine-tune, Number of training samples=242025.0943.01
Qwen2.5-VL w/ thinkingEvaluation Protocol=Zero-shot Baseline2025.0932.16