Single-image 3D Reconstruction on NeRF Synthetic (7/8 Scenes Subset)
13.58PSNRSEIG
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SEIGframework=staged executable inverse graphics, backbone_VLM=Claude Opus 4.72026.06 | 13.58 | 0.6881 | 0.3493 | 0.3021 | 0.7188 | 0.883 | |
| VIGAVLM-onlyvariant=ablation, specialist_models=disabled, loop=VLM-driven agentic loop2026.06 | 12.33 | 0.7122 | 0.3506 | 0.3693 | 0.6221 | 0.8451 | |
| VIGAfullvariant=original pipeline, specialist_models=SAM and SAM-3D, loop=agentic write–render–compare–revise2026.06 | 11.18 | 0.6647 | 0.3944 | 0.3624 | 0.5545 | 0.7986 |