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Reasoning Segmentation on EarthReason (test)

76.86gIoU

GRTO

Updated 9d ago

Evaluation Results

Method	Links
GRTO 2026.05		76.86	79.3	-
B-GRTO 2026.05		76.27	78.54	-
GRPO 2026.05		74.31	76.06	-
Think2Seg-RS 2025.12		73.73	75.83	-
SegEarth-R2-3B 2025.12		73.5	69.5	-
Think2Seg-RS 2026.05		73.36	75.6	-
UniGeoSeg 2026.05		73.08	74.61	-
Text4Seg++ 2025.12		73	65.6	-
Think2Seg-RS 2025.12		71.09	74.13	-
RemoteReasoner 2025.12		71	69.1	-
RemoteReasoner 2025.12		70.96	69.13	-
RemoteReasoner 2026.05		70.96	69.02	-
SegEarth-R1 2025.12		70.8	68.3	-
SegEarth-R1 2025.12		70.75	68.25	-
SegEarth-R1 2026.05		70.75	68.6	-
PSALM 2025.12		68.3	64.61	-
PSALM 2026.05		68.3	64.61	-
Seg-Zero 2026.05		67.89	62.43	-
VisionReasoner 2026.05		67.19	65.41	-
VisionReasoner 2025.12		67.17	65.29	-
Seg-Zero 2025.12		63.16	62.76	-
LISA 2025.12		60.9	59.1	-
LISA 2025.12		60.88	59.1	-
LISA 2026.05		60.88	61.04	-
PixelLM 2025.12		60.01	59.22	-
PixelLM 2026.05		60.01	59.22	-
PixelLM 2025.12		60	59.2	-
GeoPixel 2026.05		52.53	53.9	-
GPT-Image-1 2026.02		-	-	41
GPT-5-SAM 2026.02		-	-	47.4
LISA 2026.02		-	-	60.9
PixelLM 2026.02		-	-	60
PSALM 2026.02		-	-	68.3
SegEarth-R1 2026.02		-	-	70.7
Qwen3-VL-SAM 2026.02		-	-	72.7