3D Semantic Segmentation on ECLAIR (standard evaluation split) benchmark leaderboard · SOTA2 Research

3D Semantic Segmentation on ECLAIR (standard evaluation split)

78.74Mean IoUglobal-local fusion framework

Evaluation Results

Method
global-local fusion framework2026.04	78.74	99.63	93.67	80.56	84.24	97.16	97.29	74.72
global-local fusion framework2026.04	78.7	99.5	93.34	80.46	85.27	97.16	97.28	75.22
global-local fusion framework2026.04	78.25	99.44	92.97	80.1	85.21	97.18	97.3	75.96
PTv32026.04	72.07	98.73	86.56	74.23	67.04	97.01	97.14	62.64
SpUNet2026.04	69.86	97.5	82.96	76.93	69.76	97.26	97.34	62.68
MinkUNet34C2026.04	68.92	96.93	82.86	77.63	41.92	97.23	97.35	61.07
PTv22026.04	55.62	84.59	67.89	3.35	84.88	11.28	93.22	91.53
Stratified Trans.2026.04	54.84	96.99	51.17	26.7	23.61	96.93	96.93	61.68
OctFormer2026.04	37.53	60.12	0.51	72.34	5.89	4.76	95.98	94.32