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Benchmarks
3D Object Editing on Synthetic 3D Fashion Objects (test)
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0.0594
CLIP-Dir-SimViT (B/32)
Perturb-and-Revise
0.027472
0.035761
0.04405
0.052339
Dec 6, 2024
CLIP-Dir-SimViT (B/32)
CLIP-Dir-SimViT (B/16)
CLIP-Dir-SimViT (L/14)
CLIP-Dir-SimViT (Avg)
LPIPS (VGG)
LPIPS (AlexNet)
Updated 1mo ago
Evaluation Results
Method
Method
Links
CLIP-Dir-SimViT (B/32)
CLIP-Dir-SimViT (B/16)
CLIP-Dir-SimViT (L/14)
CLIP-Dir-SimViT (Avg)
LPIPS (VGG)
LPIPS (AlexNet)
Perturb-and-Revise
Backbone=MVDream
2024.12
0.0594
0.0534
0.0567
0.0565
0.106
0.1034
Instruct-NeRF2NeRF
2024.12
0.0583
0.0549
0.0539
0.0557
0.1065
0.1112
Score Distillation
Backbone=MVDream
2024.12
0.048
0.0418
0.0415
0.0438
0.1273
0.1533
Posterior Distillation
Backbone=MVDream
2024.12
0.0287
0.0304
0.0264
0.0285
0.0337
0.0215
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