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 ⌀ |
|---|---|---|---|---|---|
10-shot image generation > Semantic Segmentation | ADE20K | UniRepLKNet-S | https://arxiv.org/abs/2311.15599v2 | Validation mIoU | 51 |
10-shot image generation > Semantic Segmentation | ADE20K | SeMask (SeMask Swin-B FPN) | https://arxiv.org/abs/2112.12782v3 | Validation mIoU | 50.98 |
10-shot image generation > Semantic Segmentation | ADE20K | SeMask (SeMask Swin-B FPN) | https://arxiv.org/abs/2112.12782v3 | Params (M) | 96 |
10-shot image generation > Semantic Segmentation | ADE20K | InternImage-S | https://arxiv.org/abs/2211.05778v4 | Validation mIoU | 50.9 |
10-shot image generation > Semantic Segmentation | ADE20K | InternImage-S | https://arxiv.org/abs/2211.05778v4 | Params (M) | 80 |
10-shot image generation > Semantic Segmentation | ADE20K | InternImage-S | https://arxiv.org/abs/2211.05778v4 | GFLOPs | 1017 |
10-shot image generation > Semantic Segmentation | ADE20K | MogaNet-L (UperNet) | https://arxiv.org/abs/2211.03295v3 | Validation mIoU | 50.9 |
10-shot image generation > Semantic Segmentation | ADE20K | MogaNet-L (UperNet) | https://arxiv.org/abs/2211.03295v3 | GFLOPs (512 x 512) | 1176 |
10-shot image generation > Semantic Segmentation | ADE20K | dBOT ViT-B | https://arxiv.org/abs/2209.03917v3 | Validation mIoU | 50.8 |
10-shot image generation > Semantic Segmentation | ADE20K | Upernet-BiFormer-S (IN1k pretrain, Upernet 160k) | https://arxiv.org/abs/2303.08810v1 | Validation mIoU | 50.8 |
10-shot image generation > Semantic Segmentation | ADE20K | UperNet Shuffle-B | https://arxiv.org/abs/2106.03650v1 | Validation mIoU | 50.5 |
10-shot image generation > Semantic Segmentation | ADE20K | ConvNeXt V1-L | https://arxiv.org/abs/2301.00808v1 | Validation mIoU | 50.5 |
10-shot image generation > Semantic Segmentation | ADE20K | DiNAT-Base (UperNet) | https://arxiv.org/abs/2209.15001v3 | Validation mIoU | 50.4 |
10-shot image generation > Semantic Segmentation | ADE20K | ELSA-Swin-S | https://arxiv.org/abs/2112.12786v1 | Validation mIoU | 50.3 |
10-shot image generation > Semantic Segmentation | ADE20K | DAT-T++ | https://arxiv.org/abs/2309.01430v1 | Validation mIoU | 50.3 |
10-shot image generation > Semantic Segmentation | ADE20K | SETR-MLA (160k, MS) | https://arxiv.org/abs/2012.15840v3 | Validation mIoU | 50.28 |
10-shot image generation > Semantic Segmentation | ADE20K | VAN-Large (HamNet) | https://arxiv.org/abs/2202.09741v5 | Validation mIoU | 50.2 |
10-shot image generation > Semantic Segmentation | ADE20K | VAN-Large (HamNet) | https://arxiv.org/abs/2202.09741v5 | Params (M) | 55 |
10-shot image generation > Semantic Segmentation | ADE20K | HRViT-b3 (SegFormer, SS) | https://arxiv.org/abs/2111.01236v2 | Validation mIoU | 50.2 |
10-shot image generation > Semantic Segmentation | ADE20K | HRViT-b3 (SegFormer, SS) | https://arxiv.org/abs/2111.01236v2 | Params (M) | 28.7 |
10-shot image generation > Semantic Segmentation | ADE20K | HRViT-b3 (SegFormer, SS) | https://arxiv.org/abs/2111.01236v2 | GFLOPs (512 x 512) | 67.9 |
10-shot image generation > Semantic Segmentation | ADE20K | Twins-SVT-L (UperNet, ImageNet-1k pretrain) | https://arxiv.org/abs/2104.13840v4 | Validation mIoU | 50.2 |
10-shot image generation > Semantic Segmentation | ADE20K | MogaNet-B (UperNet) | https://arxiv.org/abs/2211.03295v3 | Validation mIoU | 50.1 |
10-shot image generation > Semantic Segmentation | ADE20K | MogaNet-B (UperNet) | https://arxiv.org/abs/2211.03295v3 | GFLOPs (512 x 512) | 1050 |
10-shot image generation > Semantic Segmentation | ADE20K | Seg-B-Mask/16(MS, ViT-B) | https://arxiv.org/abs/2105.05633v3 | Validation mIoU | 50.0 |
10-shot image generation > Semantic Segmentation | ADE20K | iBOT (ViT-B/16) | https://arxiv.org/abs/2111.07832v3 | Validation mIoU | 50.0 |
10-shot image generation > Semantic Segmentation | ADE20K | ConvNeXt-B | https://arxiv.org/abs/2201.03545v2 | Validation mIoU | 49.9 |
10-shot image generation > Semantic Segmentation | ADE20K | ConvNeXt-B | https://arxiv.org/abs/2201.03545v2 | Params (M) | 122 |
10-shot image generation > Semantic Segmentation | ADE20K | ConvNeXt-B | https://arxiv.org/abs/2201.03545v2 | GFLOPs (512 x 512) | 1170 |
10-shot image generation > Semantic Segmentation | ADE20K | DiNAT-Small (UperNet) | https://arxiv.org/abs/2209.15001v3 | Validation mIoU | 49.9 |
10-shot image generation > Semantic Segmentation | ADE20K | ConvNeXt V1-B | https://arxiv.org/abs/2301.00808v1 | Validation mIoU | 49.9 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Base | https://arxiv.org/abs/2204.07143v5 | Validation mIoU | 49.7 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Base | https://arxiv.org/abs/2204.07143v5 | Params (M) | 123 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Base | https://arxiv.org/abs/2204.07143v5 | GFLOPs (512 x 512) | 1137 |
10-shot image generation > Semantic Segmentation | ADE20K | Swin-B (UperNet, ImageNet-1k pretrain) | https://arxiv.org/abs/2103.14030v2 | Validation mIoU | 49.7 |
10-shot image generation > Semantic Segmentation | ADE20K | Seg-B/8 (MS, ViT-B) | https://arxiv.org/abs/2105.05633v3 | Validation mIoU | 49.61 |
10-shot image generation > Semantic Segmentation | ADE20K | ConvNeXt-S | https://arxiv.org/abs/2201.03545v2 | Validation mIoU | 49.6 |
10-shot image generation > Semantic Segmentation | ADE20K | ConvNeXt-S | https://arxiv.org/abs/2201.03545v2 | Params (M) | 82 |
10-shot image generation > Semantic Segmentation | ADE20K | ConvNeXt-S | https://arxiv.org/abs/2201.03545v2 | GFLOPs (512 x 512) | 1027 |
10-shot image generation > Semantic Segmentation | ADE20K | Light-Ham (VAN-Base) | https://arxiv.org/abs/2109.04553v2 | Validation mIoU | 49.6 |
10-shot image generation > Semantic Segmentation | ADE20K | Light-Ham (VAN-Base) | https://arxiv.org/abs/2109.04553v2 | Params (M) | 27.4 |
10-shot image generation > Semantic Segmentation | ADE20K | Light-Ham (VAN-Base) | https://arxiv.org/abs/2109.04553v2 | GFLOPs (512 x 512) | 34.4 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Small | https://arxiv.org/abs/2204.07143v5 | Validation mIoU | 49.5 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Small | https://arxiv.org/abs/2204.07143v5 | Params (M) | 82 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Small | https://arxiv.org/abs/2204.07143v5 | GFLOPs (512 x 512) | 1010 |
10-shot image generation > Semantic Segmentation | ADE20K | DaViT-B | https://arxiv.org/abs/2204.03645v1 | Validation mIoU | 49.4 |
10-shot image generation > Semantic Segmentation | ADE20K | DAT-B (UperNet) | https://arxiv.org/abs/2201.00520v3 | Validation mIoU | 49.38 |
10-shot image generation > Semantic Segmentation | ADE20K | DAT-B (UperNet) | https://arxiv.org/abs/2201.00520v3 | Params (M) | 121 |
10-shot image generation > Semantic Segmentation | ADE20K | PatchConvNet-S60 (UperNet) | https://arxiv.org/abs/2112.13692v1 | Validation mIoU | 49.3 |
10-shot image generation > Semantic Segmentation | ADE20K | ColorMAE-Green-ViTB-1600 | https://arxiv.org/abs/2407.13036v1 | Validation mIoU | 49.3 |
10-shot image generation > Semantic Segmentation | ADE20K | MogaNet-S (UperNet) | https://arxiv.org/abs/2211.03295v3 | Validation mIoU | 49.2 |
10-shot image generation > Semantic Segmentation | ADE20K | MogaNet-S (UperNet) | https://arxiv.org/abs/2211.03295v3 | GFLOPs (512 x 512) | 946 |
10-shot image generation > Semantic Segmentation | ADE20K | Shift-B (UperNet) | https://arxiv.org/abs/2201.10801v1 | Validation mIoU | 49.2 |
10-shot image generation > Semantic Segmentation | ADE20K | UniRepLKNet-T | https://arxiv.org/abs/2311.15599v2 | Validation mIoU | 49.1 |
10-shot image generation > Semantic Segmentation | ADE20K | DPT-Hybrid | https://arxiv.org/abs/2103.13413v1 | Validation mIoU | 49.02 |
10-shot image generation > Semantic Segmentation | ADE20K | GC ViT-B | https://arxiv.org/abs/2206.09959v5 | Validation mIoU | 49 |
10-shot image generation > Semantic Segmentation | ADE20K | GC ViT-B | https://arxiv.org/abs/2206.09959v5 | Params (M) | 125 |
10-shot image generation > Semantic Segmentation | ADE20K | GC ViT-B | https://arxiv.org/abs/2206.09959v5 | GFLOPs (512 x 512) | 1348 |
10-shot image generation > Semantic Segmentation | ADE20K | A2MIM (ViT-B) | https://arxiv.org/abs/2205.13943v4 | Validation mIoU | 49 |
10-shot image generation > Semantic Segmentation | ADE20K | EfficientViT-B3 (r512) | https://arxiv.org/abs/2205.14756v6 | Validation mIoU | 49 |
10-shot image generation > Semantic Segmentation | ADE20K | DiNAT-Tiny (UperNet) | https://arxiv.org/abs/2209.15001v3 | Validation mIoU | 48.8 |
10-shot image generation > Semantic Segmentation | ADE20K | HRViT-b2 (SegFormer, SS) | https://arxiv.org/abs/2111.01236v2 | Validation mIoU | 48.76 |
10-shot image generation > Semantic Segmentation | ADE20K | HRViT-b2 (SegFormer, SS) | https://arxiv.org/abs/2111.01236v2 | Params (M) | 20.8 |
10-shot image generation > Semantic Segmentation | ADE20K | HRViT-b2 (SegFormer, SS) | https://arxiv.org/abs/2111.01236v2 | GFLOPs (512 x 512) | 28.0 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Tiny | https://arxiv.org/abs/2204.07143v5 | Validation mIoU | 48.4 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Tiny | https://arxiv.org/abs/2204.07143v5 | Params (M) | 58 |
10-shot image generation > Semantic Segmentation | ADE20K | NAT-Tiny | https://arxiv.org/abs/2204.07143v5 | GFLOPs (512 x 512) | 934 |
10-shot image generation > Semantic Segmentation | ADE20K | XCiT-M24/8 (UperNet) | https://arxiv.org/abs/2106.09681v2 | Validation mIoU | 48.4 |
10-shot image generation > Semantic Segmentation | ADE20K | ResNeSt-200 | https://arxiv.org/abs/2004.08955v2 | Validation mIoU | 48.36 |
10-shot image generation > Semantic Segmentation | ADE20K | DAT-S (UperNet) | https://arxiv.org/abs/2201.00520v3 | Validation mIoU | 48.31 |
10-shot image generation > Semantic Segmentation | ADE20K | DAT-S (UperNet) | https://arxiv.org/abs/2201.00520v3 | Params (M) | 81 |
10-shot image generation > Semantic Segmentation | ADE20K | GC ViT-S | https://arxiv.org/abs/2206.09959v5 | Validation mIoU | 48.3 |
10-shot image generation > Semantic Segmentation | ADE20K | GC ViT-S | https://arxiv.org/abs/2206.09959v5 | Params (M) | 84 |
10-shot image generation > Semantic Segmentation | ADE20K | GC ViT-S | https://arxiv.org/abs/2206.09959v5 | GFLOPs (512 x 512) | 1163 |
10-shot image generation > Semantic Segmentation | ADE20K | InternImage-T | https://arxiv.org/abs/2211.05778v4 | Validation mIoU | 48.1 |
10-shot image generation > Semantic Segmentation | ADE20K | InternImage-T | https://arxiv.org/abs/2211.05778v4 | Params (M) | 59 |
10-shot image generation > Semantic Segmentation | ADE20K | InternImage-T | https://arxiv.org/abs/2211.05778v4 | GFLOPs | 944 |
10-shot image generation > Semantic Segmentation | ADE20K | VAN-Large | https://arxiv.org/abs/2202.09741v5 | Validation mIoU | 48.1 |
10-shot image generation > Semantic Segmentation | ADE20K | VAN-Large | https://arxiv.org/abs/2202.09741v5 | Params (M) | 49 |
10-shot image generation > Semantic Segmentation | ADE20K | XCiT-S24/8 (UperNet) | https://arxiv.org/abs/2106.09681v2 | Validation mIoU | 48.1 |
10-shot image generation > Semantic Segmentation | ADE20K | MaskFormer(ResNet-101) | https://arxiv.org/abs/2107.06278v2 | Validation mIoU | 48.1 |
10-shot image generation > Semantic Segmentation | ADE20K | MAE (ViT-B, UperNet) | https://arxiv.org/abs/2111.06377v2 | Validation mIoU | 48.1 |
10-shot image generation > Semantic Segmentation | ADE20K | HRNetV2 + OCR + RMI (PaddleClas pretrained) | https://arxiv.org/abs/1909.11065v6 | Validation mIoU | 47.98 |
10-shot image generation > Semantic Segmentation | ADE20K | Shift-B | https://arxiv.org/abs/2201.10801v1 | Validation mIoU | 47.9 |
10-shot image generation > Semantic Segmentation | ADE20K | Shift-S | https://arxiv.org/abs/2201.10801v1 | Validation mIoU | 47.8 |
10-shot image generation > Semantic Segmentation | ADE20K | MogaNet-S (Semantic FPN) | https://arxiv.org/abs/2211.03295v3 | Validation mIoU | 47.7 |
10-shot image generation > Semantic Segmentation | ADE20K | MogaNet-S (Semantic FPN) | https://arxiv.org/abs/2211.03295v3 | GFLOPs (512 x 512) | 189 |
10-shot image generation > Semantic Segmentation | ADE20K | SeMask (SeMask Swin-S FPN) | https://arxiv.org/abs/2112.12782v3 | Validation mIoU | 47.63 |
10-shot image generation > Semantic Segmentation | ADE20K | SeMask (SeMask Swin-S FPN) | https://arxiv.org/abs/2112.12782v3 | Params (M) | 56 |
10-shot image generation > Semantic Segmentation | ADE20K | ResNeSt-269 | https://arxiv.org/abs/2004.08955v2 | Validation mIoU | 47.60 |
10-shot image generation > Semantic Segmentation | ADE20K | UperNet Shuffle-T | https://arxiv.org/abs/2106.03650v1 | Validation mIoU | 47.6 |
10-shot image generation > Semantic Segmentation | ADE20K | CondNet(ResNest-101) | https://arxiv.org/abs/2109.10322v1 | Validation mIoU | 47.54 |
10-shot image generation > Semantic Segmentation | ADE20K | tiny-MOAT-3 (IN-1K pretraining, single scale) | https://arxiv.org/abs/2210.01820v2 | Validation mIoU | 47.5 |
10-shot image generation > Semantic Segmentation | ADE20K | tiny-MOAT-3 (IN-1K pretraining, single scale) | https://arxiv.org/abs/2210.01820v2 | Params (M) | 24 |
10-shot image generation > Semantic Segmentation | ADE20K | CondNet(ResNet-101) | https://arxiv.org/abs/2109.10322v1 | Validation mIoU | 47.38 |
10-shot image generation > Semantic Segmentation | ADE20K | DiNAT-Mini (UperNet) | https://arxiv.org/abs/2209.15001v3 | Validation mIoU | 47.2 |
10-shot image generation > Semantic Segmentation | ADE20K | DCNAS | https://arxiv.org/abs/2003.11883v2 | Validation mIoU | 47.12 |
10-shot image generation > Semantic Segmentation | ADE20K | XCiT-S24/8 (Semantic-FPN) | https://arxiv.org/abs/2106.09681v2 | Validation mIoU | 47.1 |
10-shot image generation > Semantic Segmentation | ADE20K | ResNeSt-101 | https://arxiv.org/abs/2004.08955v2 | Validation mIoU | 46.91 |
10-shot image generation > Semantic Segmentation | ADE20K | XCiT-M24/8 (Semantic-FPN) | https://arxiv.org/abs/2106.09681v2 | Validation mIoU | 46.9 |
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