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Benchmarks
Referring Segmentation on RefCOCO+ (testB) using cIoU
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62.92
cIoU
Ours (single-object)
41.0592
46.7346
52.41
58.0854
May 15, 2026
cIoU
Updated 16d ago
Evaluation Results
Method
Method
Links
cIoU
Ours (single-object)
2026.05
62.92
SEGLLM
2026.05
62.5
Seg-Zero-7B
re-implemented=true
2026.05
62.3
PerceptionGPT-7B
2026.05
61.3
Read-7B
2026.05
60.4
Ours (multi-object)
consistent-checkpoint=...
2026.05
59.34
PixelLM-7B
2026.05
58.3
LISA-7B
2026.05
58.1
Seg-R1-7B
2026.05
57.9
VisionReasoner-7B
re-implemented=true, c...
2026.05
55.8
Qwen2.5-VL-7B
re-implemented=true, c...
2026.05
55.6
Qwen2-VL-7B
re-implemented=true, c...
2026.05
41.9
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