prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
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What metrics were used to measure the STAR-Transformer (RGB + Pose) model in the STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition paper on the Penn Action dataset? | 1:1 Accuracy |
What metrics were used to measure the Text4Vis (w/ ViT-L) model in the Revisiting Classifier: Transferring Vision-Language Models for Video Recognition paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the BIKE model in the Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the NSNet (w/ Swin-L) model in the NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the TSQNet (w/ Swin-L) model in the Temporal Saliency Query Network for Efficient Video Recognition paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the DSANet (w/ 3D ResNet50) model in the DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the MARL (w/ SEResNeXt-152) model in the Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the ListenToLook model in the Listen to Look: Action Recognition by Previewing Audio paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the DSN model in the Dynamic Sampling Networks for Efficient Action Recognition in Videos paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the SMART model in the SMART Frame Selection for Action Recognition paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the Ada3D model in the 2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the RRA model in the Fine-grained Video Categorization with Redundancy Reduction Attention paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the P3D model in the Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the VGG19 + 393K webcam images model in the Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the CD-UAR model in the Towards Universal Representation for Unseen Action Recognition paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the VGG19 model in the Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web paper on the ActivityNet dataset? | mAP |
What metrics were used to measure the OHA-GCN (Two stream; HP + OHP-hands + informative samples) model in the Skeleton-based Action Recognition of People Handling Objects paper on the IRD dataset? | Accuracy |
What metrics were used to measure the ST-GCN model in the Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition paper on the IRD dataset? | Accuracy |
What metrics were used to measure the VideoMAE V2-g model in the VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the BIKE model in the Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the SMART model in the SMART Frame Selection for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the OmniSource (SlowOnly-8x8-R101-RGB + I3D-Flow) model in the Omni-sourced Webly-supervised Learning for Video Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the PERF-Net (multi-distilled S3D) model in the PERF-Net: Pose Empowered RGB-Flow Net paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the ZeroI2V ViT-L/14 model in the ZeroI2V: Zero-Cost Adaptation of Pre-trained Transformers from Image to Video paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the LGD-3D Two-stream model in the Learning Spatio-Temporal Representation with Local and Global Diffusion paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Text4Vis model in the Revisiting Classifier: Transferring Vision-Language Models for Video Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Two-Stream I3D (Imagenet+Kinetics pre-training) model in the Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the MARS+RGB+Flow (64 frames, Kinetics pretrained) model in the MARS: Motion-Augmented RGB Stream for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the HATNet (32 frames) model in the Large Scale Holistic Video Understanding paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Two-Stream I3D (Kinetics pre-training) model in the Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the BubbleNET model in the Bubblenet: A Disperse Recurrent Structure To Recognize Activities paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the D3D + D3D model in the D3D: Distilled 3D Networks for Video Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the BQN model in the Busy-Quiet Video Disentangling for Video Classification paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the CCS + TSN (ImageNet+Kinetics pretrained) model in the Cooperative Cross-Stream Network for Discriminative Action Representation paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R[2+1]D-TwoStream (Kinetics pretrained) model in the A Closer Look at Spatiotemporal Convolutions for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Multi-stream I3D model in the Contextual Action Cues from Camera Sensor for Multi-Stream Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Hidden Two-Stream model in the Hidden Two-Stream Convolutional Networks for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the D3D (Kinetics-600 pretraining) model in the D3D: Distilled 3D Networks for Video Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the D3D (Kinetics-400 pretraining) model in the D3D: Distilled 3D Networks for Video Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the LGD-3D RGB model in the Learning Spatio-Temporal Representation with Local and Global Diffusion paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the STAM-32 (ImageNet/Kinetics pretraining) model in the An Image is Worth 16x16 Words, What is a Video Worth? paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the FASTER32 model in the FASTER Recurrent Networks for Efficient Video Classification paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R[2+1]D-RGB (Kinetics pretrained) model in the A Closer Look at Spatiotemporal Convolutions for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the S3D-G (ImageNet, Kinetics-400 pretrained) model in the Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the LGD-3D Flow model in the Learning Spatio-Temporal Representation with Local and Global Diffusion paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Flow-I3D (Imagenet+Kinetics pre-training) model in the Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the VidTr-L model in the VidTr: Video Transformer Without Convolutions paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the CMA iter1-S model in the Two-Stream Video Classification with Cross-Modality Attention paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Flow-I3D (Kinetics pre-training) model in the Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the I3D RGB + DMC-Net (I3D) model in the DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the A2-Net (ResNet-50) model in the $A^2$-Nets: Double Attention Networks paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the MF-Net, RGB only (ImageNet+Kinetics pretrained) model in the Multi-Fiber Networks for Video Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Optical Flow Guided Feature model in the Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the MARS+RGB+Flow (16 frames) model in the MARS: Motion-Augmented RGB Stream for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Prob-Distill model in the Attention Distillation for Learning Video Representations paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the RGB-I3D (Imagenet+Kinetics pre-training) model in the Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R[2+1]D-Flow (Kinetics pretrained) model in the A Closer Look at Spatiotemporal Convolutions for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the TVNet+IDT model in the End-to-End Learning of Motion Representation for Video Understanding paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the TesNet (ImageNet pretrained) model in the Learning spatio-temporal representations with temporal squeeze pooling paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the I3D-LSTM model in the I3D-LSTM: A New Model for Human Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the RGB-I3D (Kinetics pre-training) model in the Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R[2+1]D-TwoStream (Sports-1M pretrained) model in the A Closer Look at Spatiotemporal Convolutions for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the X3D MobileNet-V3 LGD-GC model in the LIGAR: Lightweight General-purpose Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the ST-ResNet + IDT model in the Spatiotemporal Residual Networks for Video Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the ResNeXt-101 (64f) model in the Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R-STAN-101 model in the R-STAN: Residual Spatial-Temporal Attention Network for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the TSN+TSM model in the Temporal-Spatial Mapping for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the ARTNet w/ TSN model in the Appearance-and-Relation Networks for Video Classification paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Temporal Segment Networks model in the Temporal Segment Networks: Towards Good Practices for Deep Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the TS-LSTM model in the TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the SVT (finetune) model in the Self-supervised Video Transformer paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R[2+1]D-RGB (Sports-1M pretrained) model in the A Closer Look at Spatiotemporal Convolutions for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Two-stream I3D model in the Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R[2+1]D-Flow (Sports-1M pretrained) model in the A Closer Look at Spatiotemporal Convolutions for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the VIMPAC model in the VIMPAC: Video Pre-Training via Masked Token Prediction and Contrastive Learning paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the S:VGG-16, T:VGG-16 (ImageNet pretrain) model in the Convolutional Two-Stream Network Fusion for Video Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the DMC-Net (I3D) model in the DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the two-in-one two stream model in the Dance with Flow: Two-in-One Stream Action Detection paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the LTC model in the Long-term Temporal Convolutions for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R-STAN-50 model in the R-STAN: Residual Spatial-Temporal Attention Network for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the TDD + IDT model in the Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Very deep two-stream ConvNet model in the Towards Good Practices for Very Deep Two-Stream ConvNets paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the 3D ResNeXt-101 + Confidence Distillation model in the Efficient Action Recognition Using Confidence Distillation paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the MR Two-Sream R-CNN model in the Multi-region two-stream R-CNN for action detection paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the SVT (linear) model in the Self-supervised Video Transformer paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Dynamic Image Networks + IDT model in the Dynamic Image Networks for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Two-stream+LSTM model in the Beyond Short Snippets: Deep Networks for Video Classification paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the P3D (ImageNet + Sports1M) model in the Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Two-Stream (ImageNet pretrained) model in the Two-Stream Convolutional Networks for Action Recognition in Videos paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the MV-CNN model in the Real-time Action Recognition with Enhanced Motion Vector CNNs paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Dynamics 2 for DenseNet-201 Transformer model in the Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet Transformer paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R(2+1)D-18 (DistInit pretraining) model in the DistInit: Learning Video Representations Without a Single Labeled Video paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Res3D model in the ConvNet Architecture Search for Spatiotemporal Feature Learning paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the ActionFlowNet model in the ActionFlowNet: Learning Motion Representation for Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the C3D model in the Learning Spatiotemporal Features with 3D Convolutional Networks paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the HalluciNet (ResNet-50) model in the HalluciNet-ing Spatiotemporal Representations Using a 2D-CNN paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the R[2+1]D (VideoMoCo) model in the VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the 3D-ResNet-18 (VideoMoCo) model in the VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the Slow Fusion + Finetune top 3 layers model in the Large-Scale Video Classification with Convolutional Neural Networks paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
What metrics were used to measure the MLGCN model in the MLGCN: Multi-Laplacian Graph Convolutional Networks for Human Action Recognition paper on the UCF101 dataset? | 3-fold Accuracy, Accuracy |
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