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Models/WAM

WAM

Reported on 22 benchmarks across 3 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision11 results

VideoonBAIR Robot Pushing
LPIPS· 2020-02-23
0.0936
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonBAIR Robot Pushing
PSNR· 2020-02-23
21.02
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonBAIR Robot Pushing
SSIM· 2020-02-23
0.844
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonKTH
PSNR· 2020-02-23
29.85
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonKTH
SSIM· 2020-02-23
0.893
best: 0.951 (MSPred)
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonBAIR Robot Pushing
Cond· 2020-02-23
2
best: 4 (MoCoGAN)
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonBAIR Robot Pushing
FVD score· 2020-02-23
159.6
best: 503 (MoCoGAN)
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonBAIR Robot Pushing
Pred· 2020-02-23
28
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonBAIR Robot Pushing
Train· 2020-02-23
14
best: 20 (RaMViD)
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonKTH
Cond· 2020-02-23
10
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
VideoonKTH
Pred· 2020-02-23
20
best: 40 (Grid-keypoints)
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905

Natural Language Processing7 results

Video GenerationonBAIR Robot Pushing
LPIPS· 2020-02-23
0.0936
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video GenerationonBAIR Robot Pushing
PSNR· 2020-02-23
21.02
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video GenerationonBAIR Robot Pushing
SSIM· 2020-02-23
0.844
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video GenerationonBAIR Robot Pushing
Cond· 2020-02-23
2
best: 4 (MoCoGAN)
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video GenerationonBAIR Robot Pushing
FVD score· 2020-02-23
159.6
best: 503 (MoCoGAN)
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video GenerationonBAIR Robot Pushing
Pred· 2020-02-23
28
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video GenerationonBAIR Robot Pushing
Train· 2020-02-23
14
best: 20 (RaMViD)
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905

Time Series4 results

Video PredictiononKTH
PSNR· 2020-02-23
29.85
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video PredictiononKTH
SSIM· 2020-02-23
0.893
best: 0.951 (MSPred)
SOTA
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video PredictiononKTH
Cond· 2020-02-23
10
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905
Video PredictiononKTH
Pred· 2020-02-23
20
best: 40 (Grid-keypoints)
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction arXiv:2002.09905