prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
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What metrics were used to measure the UVAST model in the Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation paper on the Assembly101 dataset? | F1@10%, F1@25%, F1@50%, Edit, MoF |
What metrics were used to measure the MS-TCN++ model in the MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation paper on the Assembly101 dataset? | F1@10%, F1@25%, F1@50%, Edit, MoF |
What metrics were used to measure the Semantic2Graph model in the Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the DiffAct model in the Diffusion Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the SF-TMN(ASFormer) model in the SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the Br-Prompt+ASFormer model in the Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the DPRN model in the Maximization and restoration: Action segmentation through dilation passing and temporal reconstruction paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the BIT model in the BIT: Bi-Level Temporal Modeling for Efficient Supervised Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the CETNet model in the Cross-Enhancement Transformer for Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the UVAST model in the Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the ASRF model in the Alleviating Over-segmentation Errors by Detecting Action Boundaries paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the ASFormer model in the ASFormer: Transformer for Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the SSTDA model in the Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the ETSN model in the Efficient Two-Step Networks for Temporal Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the C2F-TCN model in the Coarse to Fine Multi-Resolution Temporal Convolutional Network paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the BCN model in the Boundary-Aware Cascade Networks for Temporal Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the SSTDA + HASR model in the Refining Action Segmentation With Hierarchical Video Representations paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the DA model in the Action Segmentation with Mixed Temporal Domain Adaptation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the MS-TCN++ model in the MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the MS-TCN++(sh) model in the MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the ASRF + HASR model in the Refining Action Segmentation With Hierarchical Video Representations paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the MS-TCN model in the MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the EUT model in the Do we really need temporal convolutions in action segmentation? paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the DS-TCN model in the Depthwise Separable Temporal Convolutional Network for Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the TDRN model in the Temporal Deformable Residual Networks for Action Segmentation in Videos paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the ED-TCN model in the Temporal Convolutional Networks for Action Segmentation and Detection paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the ST-CNN model in the Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation paper on the GTEA dataset? | F1@50%, F1@25%, F1@10%, Acc, Edit |
What metrics were used to measure the EUT model in the Do we really need temporal convolutions in action segmentation? paper on the 50Salads dataset? | Acc, Edit, F1@10%, F1@25%, F1@50% |
What metrics were used to measure the Unsup. TW-FINCH (K=avg/activity) model in the Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation paper on the MPII Cooking 2 Dataset dataset? | Accuracy, mIoU |
What metrics were used to measure the TSA (FINCH) model in the Leveraging triplet loss for unsupervised action segmentation paper on the Youtube INRIA Instructional dataset? | Acc, F1 |
What metrics were used to measure the TSA (Kmeans) model in the Leveraging triplet loss for unsupervised action segmentation paper on the Youtube INRIA Instructional dataset? | Acc, F1 |
What metrics were used to measure the LLD* model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the PMN model in the Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the SFRN model in the Rethinking Noise Synthesis and Modeling in Raw Denoising paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LLD model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the ELD model in the A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LRD model in the Towards General Low-Light Raw Noise Synthesis and Modeling paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Paired Data(SID) model in the Learning to See in the Dark paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Starlight model in the Dancing under the stars: video denoising in starlight paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the ExposureDiffusion (UNet+ELD) model in the ExposureDiffusion: Learning to Expose for Low-light Image Enhancement paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Noise Flow model in the Noise Flow: Noise Modeling with Conditional Normalizing Flows paper on the ELD SonyA7S2 x200 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the SCUNet SCUNet model in the Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis paper on the urban100 sigma15 dataset? | Average PSNR |
What metrics were used to measure the LED model in the Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising paper on the SID SonyA7S2 x300 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LRD model in the Towards General Low-Light Raw Noise Synthesis and Modeling paper on the SID SonyA7S2 x300 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the absDL model in the Single-exposure absorption imaging of ultracold atoms using deep learning paper on the ultracold fermions Technion system, pixelfly dataset? | ODRMSE |
What metrics were used to measure the BRGM model in the Bayesian Image Reconstruction using Deep Generative Models paper on the FFHQ 64x64 - 4x upscaling dataset? | LPIPS |
What metrics were used to measure the LLD* model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the SID x100 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the PMN model in the Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling paper on the SID x100 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the SFRN model in the Rethinking Noise Synthesis and Modeling in Raw Denoising paper on the SID x100 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the LLD model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the SID x100 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the SID (paired real data) model in the Learning to See in the Dark paper on the SID x100 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the ELD model in the Physics-based Noise Modeling for Extreme Low-light Photography paper on the SID x100 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the Starlight model in the Dancing under the stars: video denoising in starlight paper on the SID x100 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the Noise Flow model in the Noise Flow: Noise Modeling with Conditional Normalizing Flows paper on the SID x100 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the PNGAN model in the Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training paper on the Nam dataset? | PSNR, SSIM |
What metrics were used to measure the BRGM model in the Bayesian Image Reconstruction using Deep Generative Models paper on the FFHQ dataset? | LPIPS |
What metrics were used to measure the LLD* model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the PMN model in the Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the SFRN model in the Rethinking Noise Synthesis and Modeling in Raw Denoising paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LLD model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Paired Data (SID) model in the Learning to See in the Dark paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the ELD model in the Physics-based Noise Modeling for Extreme Low-light Photography paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LED model in the Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LRD model in the Towards General Low-Light Raw Noise Synthesis and Modeling paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Starlight model in the Dancing under the stars: video denoising in starlight paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Noise Flow model in the Noise Flow: Noise Modeling with Conditional Normalizing Flows paper on the SID SonyA7S2 x250 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the ExposureDiffusion (UNet+paired data) model in the ExposureDiffusion: Learning to Expose for Low-light Image Enhancement paper on the Image Denoising on SID x300 dataset? | PSNR (Raw) |
What metrics were used to measure the Restormer model in the Restormer: Efficient Transformer for High-Resolution Image Restoration paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the Uformer-B model in the Uformer: A General U-Shaped Transformer for Image Restoration paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the NBNet model in the NBNet: Noise Basis Learning for Image Denoising with Subspace Projection paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the MIRNet model in the Learning Enriched Features for Real Image Restoration and Enhancement paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the MAXIM-3S model in the MAXIM: Multi-Axis MLP for Image Processing paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the MPRNet model in the Multi-Stage Progressive Image Restoration paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the SADNet model in the Spatial-Adaptive Network for Single Image Denoising paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the DANet+ model in the Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the CycleISP model in the CycleISP: Real Image Restoration via Improved Data Synthesis paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the VDN model in the Variational Denoising Network: Toward Blind Noise Modeling and Removal paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the AINDNet model in the Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the RIDNet model in the Real Image Denoising with Feature Attention paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the CBDNet model in the Toward Convolutional Blind Denoising of Real Photographs paper on the DND dataset? | PSNR (sRGB), SSIM (sRGB) |
What metrics were used to measure the PMN model in the Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling paper on the SID SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the SFRN model in the Rethinking Noise Synthesis and Modeling in Raw Denoising paper on the SID SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LED model in the Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising paper on the SID SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LRD model in the Towards General Low-Light Raw Noise Synthesis and Modeling paper on the SID SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the ELD model in the Physics-based Noise Modeling for Extreme Low-light Photography paper on the SID SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LLD* model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the PMN model in the Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the SFRN model in the Rethinking Noise Synthesis and Modeling in Raw Denoising paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LLD model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the ELD model in the A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the LRD model in the Towards General Low-Light Raw Noise Synthesis and Modeling paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Paired Data(SID) model in the Learning to See in the Dark paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Starlight model in the Dancing under the stars: video denoising in starlight paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the Noise Flow model in the Noise Flow: Noise Modeling with Conditional Normalizing Flows paper on the ELD SonyA7S2 x100 dataset? | PSNR (Raw), SSIM (Raw) |
What metrics were used to measure the R3L model in the R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery paper on the BSD68 sigma30 dataset? | PSNR |
What metrics were used to measure the LLD* model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the SID x300 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the PMN model in the Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling paper on the SID x300 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the SFRN model in the Rethinking Noise Synthesis and Modeling in Raw Denoising paper on the SID x300 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the Paired Data(SID) model in the Learning to See in the Dark paper on the SID x300 dataset? | PSNR (Raw), SSIM |
What metrics were used to measure the LLD model in the Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography paper on the SID x300 dataset? | PSNR (Raw), SSIM |
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