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Benchmarks
Multi-view Promptable Segmentation on SPIn-NeRF
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94.5
mIoU
OmniSeg3D
86.284
88.417
90.55
92.683
Jan 25, 2026
mIoU
mAcc
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
mAcc
OmniSeg3D
Category=per-scene opt.
2026.01
94.5
99.3
SAGA
Category=per-scene opt.
2026.01
93.7
99.2
SA3D-GS
Category=per-scene opt.
2026.01
93.4
99.1
MV-SAM
Category=generalization
2026.01
92.9
97.1
SA3D
Category=per-scene opt.
2026.01
92.4
98.8
SPIn-NeRF
Category=per-scene opt.
2026.01
90.7
98.8
SAM2-Video
Category=generalization
2026.01
86.6
93.6
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