task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
3D Reconstruction | DTU | 3D-R2N2 | http://arxiv.org/abs/1604.00449v1 | Comp | 0.884 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | LSDM | null | F1 | 0.5160 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | LSDM | null | CD | 0.5365 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | LSDM | null | CMD | 0.5906 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | MIME | https://arxiv.org/abs/2212.04360v1 | F1 | 0.0990 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | MIME | https://arxiv.org/abs/2212.04360v1 | CD | 2.0493 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | MIME | https://arxiv.org/abs/2212.04360v1 | CMD | 1.3832 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | SUMMON | https://arxiv.org/abs/2301.01424v1 | F1 | 0.0673 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | SUMMON | https://arxiv.org/abs/2301.01424v1 | CD | 2.1437 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | SUMMON | https://arxiv.org/abs/2301.01424v1 | CMD | 1.3994 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | ATISS | https://arxiv.org/abs/2110.03675v1 | F1 | 0.0663 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | ATISS | https://arxiv.org/abs/2110.03675v1 | CD | 2.0756 |
3D Reconstruction > 3D Semantic Scene Completion | PRO-teXt | ATISS | https://arxiv.org/abs/2110.03675v1 | CMD | 1.4140 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | SG-SSC | https://doi.org/10.1007/s11263-024-02244-y | mIoU | 55.4 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | SISNet | https://arxiv.org/abs/2104.03640v2 | mIoU | 52.4 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | SPAwN (SUNCG pretraining) | https://arxiv.org/abs/2111.13309v1 | mIoU | 49.9 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | SPAwN | https://arxiv.org/abs/2111.13309v1 | mIoU | 48 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | Point-Voxel Aggregation Network | https://arxiv.org/abs/2112.12925v2 | mIoU | 46 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | CCPNet (SUNCG pretraining) | https://arxiv.org/abs/1908.00382v1 | mIoU | 41.3 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | 3DSketch | https://arxiv.org/abs/2003.14052v1 | mIoU | 41.1 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | ForkNet (SUNCG pretraining) | https://arxiv.org/abs/1909.01106v1 | mIoU | 37.1 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | IPF-SPCNet: Semantic point completion network for 3D
semantic scene completion | https://ecai2020.eu/papers/123_paper.pdf | mIoU | 35.1 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | Real-time semantic scene completion via feature aggregation and conditioned prediction | https://arxiv.org/abs/2103.07466v3 | mIoU | 34.4 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | TS3D | https://arxiv.org/abs/1804.03550v4 | mIoU | 34.1 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | EdgeNet (SUNCG pretraining) | https://arxiv.org/abs/2103.07466v3 | mIoU | 33.7 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | AIC-Net | https://arxiv.org/abs/2004.02122v1 | mIoU | 33.3 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | AMFNet | https://arxiv.org/abs/2003.13910v2 | mIoU | 33 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | GRFNet | https://arxiv.org/abs/2002.07269v1 | mIoU | 32.9 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | VD-CRF: Semantic scene completion with dense
CRF from a single depth image. (SUNCG pretraining) | https://arxiv.org/abs/2103.07466v3 | mIoU | 31.8 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | Am2fnet: Attention-based multiscale
& multi-modality fused network | https://arxiv.org/abs/2103.07466v3 | mIoU | 31.7 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | OccDepth | https://arxiv.org/abs/2302.13540v1 | mIoU | 30.9 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | SSCNet (SUNCG pretraining) | http://arxiv.org/abs/1611.08974v1 | mIoU | 30.5 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | DDRNet | http://arxiv.org/abs/1903.00620v2 | mIoU | 30.4 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | VVNet | http://arxiv.org/abs/1806.05361v1 | mIoU | 29.3 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | LMSCNet-SS | https://arxiv.org/abs/2008.10559v2 | mIoU | 28.4 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | EdgeNet | https://arxiv.org/abs/1908.02893v2 | mIoU | 27.8 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | Guedes et al. | http://arxiv.org/abs/1802.04735v1 | mIoU | 27.5 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | MonoScene (RGB input only) | https://arxiv.org/abs/2112.00726v2 | mIoU | 26.94 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | ESSCNet | https://arxiv.org/abs/1907.05091v1 | mIoU | 26.7 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | SSCNet | http://arxiv.org/abs/1611.08974v1 | mIoU | 24.7 |
3D Reconstruction > 3D Semantic Scene Completion | NYUv2 | 3D semantic scene completion
from a single depth image using adversarial training | https://arxiv.org/abs/2103.07466v3 | mIoU | 22.7 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | TALoS | https://arxiv.org/abs/2410.15674v2 | mIoU | 37.9 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | SCPNet | https://arxiv.org/abs/2303.06884v1 | mIoU | 36.7 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | S3CNet | https://arxiv.org/abs/2012.09242v1 | mIoU | 29.5 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | JS3C-Net | https://arxiv.org/abs/2012.03762v1 | mIoU | 23.8 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | SSA-SC | https://arxiv.org/abs/2109.11453v1 | mIoU | 23.5 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | Local-DIFs | https://arxiv.org/abs/2011.09141v3 | mIoU | 22.7 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | UDNet | https://ieeexplore.ieee.org/abstract/document/9635888 | mIoU | 19.5 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | TS3D+DNet+SATNet (Reported in SemanticKITTI dataset paper) | https://arxiv.org/abs/1804.03550v4 | mIoU | 17.7 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | LMSCNet-SS | https://arxiv.org/abs/2008.10559v2 | mIoU | 17.6 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | ESSCNet | https://arxiv.org/abs/1907.05091v1 | mIoU | 17.5 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | HTCL-S | https://arxiv.org/abs/2407.02077v4 | mIoU | 17.09 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | LMSCNet | https://arxiv.org/abs/2008.10559v2 | mIoU | 17 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | SSCNet (reported in LMSCNet) | http://arxiv.org/abs/1611.08974v1 | mIoU | 16.1 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | SSCNet-full (reported in LMSCNet) | http://arxiv.org/abs/1611.08974v1 | mIoU | 16.1 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | OccDepth(RGB input only) | https://arxiv.org/abs/2302.13540v1 | mIoU | 15.9 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | Symphonies (RGB input only) | https://arxiv.org/abs/2306.15670v2 | mIoU | 15.04 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | SG-SSC | https://doi.org/10.1007/s11263-024-02244-y | mIoU | 12.9 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | MonoScene (RGB input only) | https://arxiv.org/abs/2112.00726v2 | mIoU | 11.08 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | TS3D+DNet (Reported in SemanticKITTI dataset paper) | https://arxiv.org/abs/1804.03550v4 | mIoU | 10.2 |
3D Reconstruction > 3D Semantic Scene Completion | SemanticKITTI | TS3D (Reported in SemanticKITTI dataset paper) | https://arxiv.org/abs/1804.03550v4 | mIoU | 9.5 |
3D Reconstruction > 3D Semantic Scene Completion | KITTI-360 | Symphonies | https://arxiv.org/abs/2306.15670v2 | mIoU | 18.58 |
3D Reconstruction > 3D Semantic Scene Completion | KITTI-360 | SSCNet | http://arxiv.org/abs/1611.08974v1 | mIoU | 16.95 |
3D Reconstruction > 3D Semantic Scene Completion | KITTI-360 | OccFormer | https://arxiv.org/abs/2304.05316v1 | mIoU | 13.81 |
3D Reconstruction > 3D Semantic Scene Completion | KITTI-360 | LMSCNet | https://arxiv.org/abs/2008.10559v2 | mIoU | 13.65 |
3D Reconstruction > 3D Semantic Scene Completion | KITTI-360 | TPVFormer | https://arxiv.org/abs/2302.07817v2 | mIoU | 13.64 |
3D Reconstruction > 3D Semantic Scene Completion | KITTI-360 | MonoScene | https://arxiv.org/abs/2112.00726v2 | mIoU | 12.31 |
3D Reconstruction > 3D Semantic Scene Completion | KITTI-360 | VoxFormer | https://arxiv.org/abs/2302.12251v2 | mIoU | 11.91 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | KITTI-360 | CGFormer | https://arxiv.org/abs/2405.13675v4 | mIoU | 20.05 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | KITTI-360 | Symphonies | https://arxiv.org/abs/2306.15670v2 | mIoU | 18.58 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | KITTI-360 | MonoScene | https://arxiv.org/abs/2112.00726v2 | mIoU | 12.31 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | KITTI-360 | VoxFormer | https://arxiv.org/abs/2302.12251v2 | mIoU | 11.91 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | NYUv2 | ISO | https://arxiv.org/abs/2407.11730v2 | mIoU | 31.25 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | NYUv2 | NDC-Scene | https://arxiv.org/abs/2309.14616v3 | mIoU | 29.03 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | NYUv2 | MonoScene | https://arxiv.org/abs/2112.00726v2 | mIoU | 26.94 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | NYUv2 | 3DSketch (rgb input - reported in MonoScene paper) | https://arxiv.org/abs/2003.14052v1 | mIoU | 22.91 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | NYUv2 | AICNet (rgb input - reported in MonoScene paper) | https://arxiv.org/abs/2004.02122v1 | mIoU | 18.15 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | NYUv2 | LMSCNet (rgb input - reported in MonoScene paper) | https://arxiv.org/abs/2008.10559v2 | mIoU | 15.88 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | CGFormer | https://arxiv.org/abs/2405.13675v4 | mIoU | 16.63 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | Symphonies | https://arxiv.org/abs/2306.15670v2 | mIoU | 15.04 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | NDC-Scene | https://arxiv.org/abs/2309.14616v3 | mIoU | 12.58 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | OccFormer | https://arxiv.org/abs/2304.05316v1 | mIoU | 12.32 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | VoxFormer | https://arxiv.org/abs/2302.12251v2 | mIoU | 12.20 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | MonoScene | https://arxiv.org/abs/2112.00726v2 | mIoU | 11.08 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | JS3C-Net (rgb input - reported in MonoScene paper) | https://arxiv.org/abs/2012.03762v1 | mIoU | 8.97 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | LMSCNet (rgb input - reported in MonoScene paper) | https://arxiv.org/abs/2008.10559v2 | mIoU | 7.09 |
3D Reconstruction > 3D Semantic Scene Completion > 3D Semantic Scene Completion from a single RGB image | SemanticKITTI | 3DSketch (rgb input - reported in MonoScene paper) | https://arxiv.org/abs/2003.14052v1 | mIoU | 6.23 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | BCNet_Upper | https://arxiv.org/abs/2004.00214v2 | Chamfer (cm) | 2.079 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | BCNet_Upper | https://arxiv.org/abs/2004.00214v2 | IOU | 0.700 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | SMPLicit_Lower | https://arxiv.org/abs/2103.06871v2 | Chamfer (cm) | 2.101 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | SMPLicit_Lower | https://arxiv.org/abs/2103.06871v2 | IOU | 0.698 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | SMPLicit_Upper | https://arxiv.org/abs/2103.06871v2 | Chamfer (cm) | 2.452 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | SMPLicit_Upper | https://arxiv.org/abs/2103.06871v2 | IOU | 0.617 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | BCNet_Lower | https://arxiv.org/abs/2004.00214v2 | Chamfer (cm) | 2.533 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | BCNet_Lower | https://arxiv.org/abs/2004.00214v2 | IOU | 0.675 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | ClothWild_Lower | https://arxiv.org/abs/2207.10053v1 | Chamfer (cm) | 2.690 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | ClothWild_Lower | https://arxiv.org/abs/2207.10053v1 | IOU | 0.582 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | ClothWild_Upper | https://arxiv.org/abs/2207.10053v1 | Chamfer (cm) | 3.279 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | ClothWild_Upper | https://arxiv.org/abs/2207.10053v1 | IOU | 0.533 |
3D Reconstruction > Garment Reconstruction | 4D-DRESS | SMPLicit_Outer | https://arxiv.org/abs/2103.06871v2 | Chamfer (cm) | 3.359 |
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