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Datasets
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UCF
UCF
Benchmarks
16k
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Balanced Error Rate
2D Classification
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Balanced Error Rate
2D Object Detection
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Balanced Error Rate
3D
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Balanced Error Rate
Object Detection
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Balanced Error Rate
RGB Salient Object Detection
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Balanced Error Rate
Related Benchmarks
UCF --> HMDB (full)
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Domain Adaptation
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Accuracy
UCF 101
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Action Detection
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Accuracy
UCF 101
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Action Recognition
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3-fold Accuracy
UCF 101
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Activity Recognition
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3-fold Accuracy
UCF 101
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Activity Recognition
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Accuracy
UCF 101
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Human Activity Recognition
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Accuracy
UCF CC 50
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Crowds
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MAE
UCF CC 50
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Crowds
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MSE
UCF Sports
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Action Detection
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Frame-mAP 0.5
UCF Sports
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Action Detection
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Video-mAP 0.2
UCF Sports
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Action Detection
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Video-mAP 0.5
UCF-101
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Action Recognition
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3-fold Accuracy
UCF-101
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Action Recognition
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Accuracy
UCF-101
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Activity Recognition
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3-fold Accuracy
UCF-101
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Activity Recognition
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Accuracy
UCF-101
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Text-to-Video Generation
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FVD16
UCF-101
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Video
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FVD128
UCF-101
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Video
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FVD16
UCF-101
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Video
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Inception Score
UCF-101
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Video
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KVD16
UCF-101
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Video Generation
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FVD128
UCF-101
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Video Generation
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FVD16
UCF-101
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Video Generation
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Inception Score
UCF-101
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Video Generation
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KVD16
UCF-101 16 frames, 128x128, Unconditional
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Video
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Inception Score
UCF-101 16 frames, 128x128, Unconditional
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Video Generation
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Inception Score
UCF-101 16 frames, 64x64, Unconditional
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Video
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FID
UCF-101 16 frames, 64x64, Unconditional
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Video
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FVD
UCF-101 16 frames, 64x64, Unconditional
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Video
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Inception Score
UCF-101 16 frames, 64x64, Unconditional
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Video Generation
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FID
UCF-101 16 frames, 64x64, Unconditional
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Video Generation
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FVD
UCF-101 16 frames, 64x64, Unconditional
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Video Generation
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Inception Score
UCF-101 16 frames, Unconditional, Single GPU
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Video
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Inception Score
UCF-101 16 frames, Unconditional, Single GPU
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Video Generation
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Inception Score
UCF-Crime
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3D Anomaly Detection
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AUC
UCF-Crime
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Anomaly Detection
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AUC
UCF-Crime
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Anomaly Detection
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Decidability
UCF-Crime
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Anomaly Detection
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EER
UCF-Crime
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Anomaly Detection
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ROC AUC
UCF-Crime
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Video
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AUC
UCF-Crime
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Video
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Decidability
UCF-Crime
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Video
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EER
UCF-Crime
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Video
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ROC AUC
UCF-Crime
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Video Anomaly Detection
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AUC
UCF-Crime
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Video Understanding
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AUC
UCF-Crime
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Video Understanding
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Decidability
UCF-Crime
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Video Understanding
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EER
UCF-Crime
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Video Understanding
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ROC AUC
UCF-GZSL (cls)
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Zero-Shot Learning
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HM
UCF-GZSL (cls)
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Zero-Shot Learning
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ZSL
UCF-GZSL(main)
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Zero-Shot Learning
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HM
UCF-GZSL(main)
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Zero-Shot Learning
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ZSL
UCF-HMDB
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Action Recognition
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AUROC
UCF-HMDB
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Activity Recognition
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AUROC
UCF-HMDB
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Domain Adaptation
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Accuracy
UCF-HMDB
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Unsupervised Domain Adaptation
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Accuracy
UCF-QNRF
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Crowds
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MAE
UCF-QNRF
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Crowds
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MSE
UCF-QNRF
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Crowds
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RMSE
UCF-to-HMDBfull
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Domain Adaptation
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Accuracy
UCF-to-HMDBsmall
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Domain Adaptation
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Accuracy
UCF-to-Olympic
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Domain Adaptation
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Accuracy
UCF101
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3D Action Recognition
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Accuracy
UCF101
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Action Detection
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Accuracy
UCF101
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Action Localization
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Accuracy
UCF101
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Action Recognition
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1:1 Accuracy
UCF101
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Action Recognition
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3-fold Accuracy
UCF101
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Action Recognition
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Accuracy
UCF101
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Action Recognition
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Accuracy 20%Test
UCF101
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Action Recognition
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Frozen
UCF101
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Action Recognition
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Pre-Training Dataset
UCF101
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Action Recognition
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split-1 Top-1 Accuracy
UCF101
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Action Recognition In Videos
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3-fold Accuracy
UCF101
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Activity Recognition
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1:1 Accuracy
UCF101
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Activity Recognition
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3-fold Accuracy
UCF101
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Activity Recognition
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Accuracy
UCF101
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Activity Recognition
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Accuracy 20%Test
UCF101
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Activity Recognition
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Frozen
UCF101
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Activity Recognition
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Pre-Training Dataset
UCF101
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Activity Recognition
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split-1 Top-1 Accuracy
UCF101
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Few-Shot Learning
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Harmonic mean
UCF101
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Image Clustering
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ARI
UCF101
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Image Clustering
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Accuracy
UCF101
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Image Clustering
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NMI
UCF101
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Meta-Learning
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Harmonic mean
UCF101
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Prompt Engineering
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Harmonic mean
UCF101
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Temporal Action Localization
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Accuracy
UCF101
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Video
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Accuracy
UCF101
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Video
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LPIPS
UCF101
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Video
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PSNR
UCF101
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Video
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PSNR (sRGB)
UCF101
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Video
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SSIM
UCF101
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Video
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Top-1
UCF101
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Video Frame Interpolation
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LPIPS
UCF101
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Video Frame Interpolation
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PSNR
UCF101
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Video Frame Interpolation
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PSNR (sRGB)
UCF101
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Video Frame Interpolation
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SSIM
UCF101
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Zero-Shot Action Recognition
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Top-1 Accuracy
UCF101
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Zero-Shot Action Recognition
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Top-5 accuracy
UCF101
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Zero-Shot Learning
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Accuracy
UCF101 (finetuned)
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Action Recognition
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3-fold Accuracy
UCF101 (finetuned)
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Action Recognition
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Pretrain
UCF101 (finetuned)
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Activity Recognition
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3-fold Accuracy
UCF101 (finetuned)
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Activity Recognition
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Pretrain
UCF101-24
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Action Detection
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Frame-mAP 0.5
UCF101-24
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Action Detection
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Video-mAP 0.1
UCF101-24
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Action Detection
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Video-mAP 0.2
UCF101-24
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Action Detection
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Video-mAP 0.5
UCF101-24
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Action Localization
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mAP@0.2
UCF101-24
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Open Vocabulary Action Detection
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val mAP
UCF101-24
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Temporal Action Localization
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mAP@0.2
UCF101-24
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Video
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mAP@0.2
UCF101-24
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Weakly-supervised Temporal Action Localization
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mAP@0.2
UCF101-24
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Zero-Shot Learning
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mAP@0.2
UCF101-MiTv2
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Action Recognition
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AUROC
UCF101-MiTv2
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Activity Recognition
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AUROC
UCFRep
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Repetitive Action Counting
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MAE
UCFRep
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Repetitive Action Counting
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OBO
UCFRep
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Repetitive Action Counting
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OBZ
UCFRep
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Repetitive Action Counting
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RMSE
UCFSports
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Action Recognition
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leave one out cross validation(LOOCV)
UCFSports
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Activity Recognition
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leave one out cross validation(LOOCV)
UCFSports
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Saliency Detection
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CC