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 > Motion Synthesis | KIT Motion-Language | T2M-GPT (τ = 0.5) | https://arxiv.org/abs/2301.06052v4 | FID | 0.717 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M-GPT (τ = 0.5) | https://arxiv.org/abs/2301.06052v4 | R Precision Top3 | 0.737 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M-GPT (τ = 0.5) | https://arxiv.org/abs/2301.06052v4 | Diversity | 10.862 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M-GPT (τ = 0.5) | https://arxiv.org/abs/2301.06052v4 | Multimodality | 1.912 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M-GPT (τ = 0) | https://arxiv.org/abs/2301.06052v4 | FID | 0.737 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M-GPT (τ = 0) | https://arxiv.org/abs/2301.06052v4 | R Precision Top3 | 0.716 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M-GPT (τ = 0) | https://arxiv.org/abs/2301.06052v4 | Diversity | 11.198 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M-GPT (τ = 0) | https://arxiv.org/abs/2301.06052v4 | Multimodality | 2.309 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | AttT2M | https://arxiv.org/abs/2309.00796v1 | FID | 0.870 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | AttT2M | https://arxiv.org/abs/2309.00796v1 | R Precision Top3 | 0.751 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | AttT2M | https://arxiv.org/abs/2309.00796v1 | Diversity | 10.96 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | AttT2M | https://arxiv.org/abs/2309.00796v1 | Multimodality | 2.281 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | MotionDiffuse | https://arxiv.org/abs/2208.15001v1 | FID | 1.954 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | MotionDiffuse | https://arxiv.org/abs/2208.15001v1 | R Precision Top3 | 0.739 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | MotionDiffuse | https://arxiv.org/abs/2208.15001v1 | Diversity | 11.10 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | MotionDiffuse | https://arxiv.org/abs/2208.15001v1 | Multimodality | 0.730 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M | http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html | FID | 3.022 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M | http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html | R Precision Top3 | 0.681 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M | http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html | Diversity | 10.72 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | T2M | http://openaccess.thecvf.com//content/CVPR2022/html/Guo_Generating_Diverse_and_Natural_3D_Human_Motions_From_Text_CVPR_2022_paper.html | Multimodality | 2.052 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | TM2T | https://arxiv.org/abs/2207.01696v2 | FID | 3.599 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | TM2T | https://arxiv.org/abs/2207.01696v2 | R Precision Top3 | 0.587 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | TM2T | https://arxiv.org/abs/2207.01696v2 | Diversity | 9.473 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | TM2T | https://arxiv.org/abs/2207.01696v2 | Multimodality | 3.292 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | TEMOS | https://arxiv.org/abs/2212.04048v3 | FID | 3.717 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | TEMOS | https://arxiv.org/abs/2212.04048v3 | R Precision Top3 | 0.687 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | TEMOS | https://arxiv.org/abs/2212.04048v3 | Diversity | 10.84 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | TEMOS | https://arxiv.org/abs/2212.04048v3 | Multimodality | 0.532 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | Language2Pose | https://arxiv.org/abs/2207.01696v2 | FID | 6.545 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | Language2Pose | https://arxiv.org/abs/2207.01696v2 | R Precision Top3 | 0.483 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | Language2Pose | https://arxiv.org/abs/2207.01696v2 | Diversity | 9.073 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | Text2Gesture | https://arxiv.org/abs/2207.01696v2 | FID | 12.12 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | Text2Gesture | https://arxiv.org/abs/2207.01696v2 | R Precision Top3 | 0.338 |
10-shot image generation > Motion Synthesis | KIT Motion-Language | Text2Gesture | https://arxiv.org/abs/2207.01696v2 | Diversity | 9.334 |
10-shot image generation > Motion Synthesis | AIST++ | Motion Anything | https://arxiv.org/abs/2503.06955v1 | Beat alignment score | 0.2757 |
10-shot image generation > Motion Synthesis | AIST++ | Motion Anything | https://arxiv.org/abs/2503.06955v1 | FID | 17.22 |
10-shot image generation > Motion Synthesis | AIST++ | UDE | https://arxiv.org/abs/2211.16016v1 | Beat alignment score | 0.2311 |
10-shot image generation > Motion Synthesis | AIST++ | UDE | https://arxiv.org/abs/2211.16016v1 | FID | 17.25 |
10-shot image generation > Motion Synthesis | AIST++ | TM2D | https://arxiv.org/abs/2304.02419v2 | Beat alignment score | 0.2049 |
10-shot image generation > Motion Synthesis | AIST++ | TM2D | https://arxiv.org/abs/2304.02419v2 | FID | 19.01 |
10-shot image generation > Motion Synthesis | AIST++ | TM2D (only motion data) | https://arxiv.org/abs/2304.02419v2 | Beat alignment score | 0.2127 |
10-shot image generation > Motion Synthesis | AIST++ | TM2D (only motion data) | https://arxiv.org/abs/2304.02419v2 | FID | 23.94 |
10-shot image generation > Motion Synthesis | AIST++ | Bailando | https://arxiv.org/abs/2203.13055v2 | Beat alignment score | 0.233 |
10-shot image generation > Motion Synthesis | AIST++ | Bailando | https://arxiv.org/abs/2203.13055v2 | FID | 28.16 |
10-shot image generation > Motion Synthesis | AIST++ | AI Choreographer | https://arxiv.org/abs/2101.08779v3 | Beat alignment score | 0.221 |
10-shot image generation > Motion Synthesis | AIST++ | AI Choreographer | https://arxiv.org/abs/2101.08779v3 | FID | 35.35 |
10-shot image generation > Motion Synthesis | AIST++ | Lodge (DDPM) | https://arxiv.org/abs/2403.10518v3 | Beat alignment score | 0.24 |
10-shot image generation > Motion Synthesis | AIST++ | Lodge (DDPM) | https://arxiv.org/abs/2403.10518v3 | FID | 37.09 |
10-shot image generation > Motion Synthesis | AIST++ | MoFusion | https://arxiv.org/abs/2212.04495v2 | Beat alignment score | 0.253 |
10-shot image generation > Motion Synthesis | AIST++ | MoFusion | https://arxiv.org/abs/2212.04495v2 | FID | 50.31 |
10-shot image generation > Motion Synthesis | AIST++ | DanceNet | https://arxiv.org/abs/2002.03761v2 | Beat alignment score | 0.143 |
10-shot image generation > Motion Synthesis | AIST++ | DanceNet | https://arxiv.org/abs/2002.03761v2 | FID | 69.13 |
10-shot image generation > Motion Synthesis | AIST++ | Dance Revolution | https://arxiv.org/abs/2006.06119v8 | Beat alignment score | 0.195 |
10-shot image generation > Motion Synthesis | AIST++ | Dance Revolution | https://arxiv.org/abs/2006.06119v8 | FID | 73.42 |
10-shot image generation > Motion Synthesis | AIST++ | EDGE (w=1) | https://arxiv.org/abs/2211.10658v2 | Beat alignment score | 0.27 |
10-shot image generation > Motion Synthesis | AIST++ | EDGE (w=2) | https://arxiv.org/abs/2211.10658v2 | Beat alignment score | 0.26 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | L2Q@5 | 0.11 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | L2Q@15 | 0.32 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | L2Q@30 | 0.57 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | L2P@5 | 0.13 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | L2P@15 | 0.47 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | NPSS@5 | 0.0014 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | NPSS@15 | 0.0217 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | NPSS@30 | 0.1217 |
10-shot image generation > Motion Synthesis | LaFAN1 | $\Delta$-interpolator | https://arxiv.org/abs/2201.06701v4 | L2P@30 | 1.00 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | L2Q@5 | 0.14 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | L2Q@15 | 0.36 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | L2Q@30 | 0.61 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | L2P@5 | 0.22 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | L2P@15 | 0.56 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | NPSS@5 | 0.0016 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | NPSS@15 | 0.0234 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | NPSS@30 | 0.1222 |
10-shot image generation > Motion Synthesis | LaFAN1 | SSMCT | https://arxiv.org/abs/2103.00776v1 | L2P@30 | 1.1 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | L2Q@5 | 0.17 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | L2Q@15 | 0.42 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | L2Q@30 | 0.69 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | L2P@5 | 0.23 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | L2P@15 | 0.65 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | NPSS@5 | 0.002 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | NPSS@15 | 0.0258 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | NPSS@30 | 0.1328 |
10-shot image generation > Motion Synthesis | LaFAN1 | TG-complete | https://arxiv.org/abs/2102.04942v1 | L2P@30 | 1.28 |
10-shot image generation > Motion Synthesis | LaFAN1 | HM-VAE | https://arxiv.org/abs/2106.04004v1 | L2Q@5 | 0.24 |
10-shot image generation > Motion Synthesis | LaFAN1 | HM-VAE | https://arxiv.org/abs/2106.04004v1 | L2Q@15 | 0.54 |
10-shot image generation > Motion Synthesis | LaFAN1 | HM-VAE | https://arxiv.org/abs/2106.04004v1 | L2Q@30 | 0.94 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 8-shot learning | CainGAN | https://arxiv.org/abs/2004.09169v1 | FID | 24.9 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 8-shot learning | Few-shot Adversarial Model | https://arxiv.org/abs/1905.08233v2 | FID | 42.2 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | Fast Bi-layer Avatars (medium size) | https://arxiv.org/abs/2008.10174v1 | LPIPS | 0.358 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | Fast Bi-layer Avatars (medium size) | https://arxiv.org/abs/2008.10174v1 | SSIM | 0.508 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | Fast Bi-layer Avatars (medium size) | https://arxiv.org/abs/2008.10174v1 | CSIM | 0.653 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | Fast Bi-layer Avatars (medium size) | https://arxiv.org/abs/2008.10174v1 | Normalized Pose Error | 43.3 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | Fast Bi-layer Avatars (medium size) | https://arxiv.org/abs/2008.10174v1 | inference time (ms) | 4 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | First Order Motion Model (medium size) | https://arxiv.org/abs/2008.10174v1 | LPIPS | 0.311 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | First Order Motion Model (medium size) | https://arxiv.org/abs/2008.10174v1 | SSIM | 0.553 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | First Order Motion Model (medium size) | https://arxiv.org/abs/2008.10174v1 | CSIM | 0.638 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | First Order Motion Model (medium size) | https://arxiv.org/abs/2008.10174v1 | Normalized Pose Error | 47.8 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | First Order Motion Model (medium size) | https://arxiv.org/abs/2008.10174v1 | inference time (ms) | 13 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | Few-shot Vid-to-vid (medium size) | https://arxiv.org/abs/2008.10174v1 | LPIPS | 0.368 |
10-shot image generation > Talking Head Generation | VoxCeleb2 - 1-shot learning | Few-shot Vid-to-vid (medium size) | https://arxiv.org/abs/2008.10174v1 | SSIM | 0.419 |
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