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What metrics were used to measure the PCAN model in the Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation paper on the BDD100K val dataset?
mMOTSA
What metrics were used to measure the QDTrack-mots-fix model in the Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation paper on the BDD100K val dataset?
mMOTSA
What metrics were used to measure the QDTrack-mots model in the Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation paper on the BDD100K val dataset?
mMOTSA
What metrics were used to measure the MaskTrackRCNN model in the Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation paper on the BDD100K val dataset?
mMOTSA
What metrics were used to measure the STEm-Seg model in the Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation paper on the BDD100K val dataset?
mMOTSA
What metrics were used to measure the SortIoU model in the Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation paper on the BDD100K val dataset?
mMOTSA
What metrics were used to measure the YOLOPv2 model in the YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception paper on the BDD100K val dataset?
mIoU, Params (M)
What metrics were used to measure the YOLOP model in the YOLOP: You Only Look Once for Panoptic Driving Perception paper on the BDD100K val dataset?
mIoU, Params (M)
What metrics were used to measure the TwinLiteNet model in the TwinLiteNet: An Efficient and Lightweight Model for Driveable Area and Lane Segmentation in Self-Driving Cars paper on the BDD100K val dataset?
mIoU, Params (M)
What metrics were used to measure the A-YOLOM(s) model in the You Only Look at Once for Real-time and Generic Multi-Task paper on the BDD100K val dataset?
mIoU, Params (M)
What metrics were used to measure the HybridNets model in the HybridNets: End-to-End Perception Network paper on the BDD100K val dataset?
mIoU, Params (M)
What metrics were used to measure the Ensemble model in the THE DCASE 2021 CHALLENGE TASK 6 SYSTEM: AUTOMATED AUDIO CAPTIONING WITH WEAKLY SUPERVISED PRE-TRAING AND WORD SELECTION METHODS paper on the Clotho dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L
What metrics were used to measure the Ensemble-RL model in the THE SJTU SYSTEM FOR DCASE2021 CHALLENGE TASK 6: AUDIO CAPTIONING BASED ON ENCODER PRE-TRAINING AND REINFORCEMENT LEARNING paper on the Clotho dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L
What metrics were used to measure the Ensemble model in the The NTT DCASE2020 Challenge Task 6 system: Automated Audio Captioning with Keywords and Sentence Length Estimation paper on the Clotho dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L
What metrics were used to measure the VAST model in the VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset paper on the Clotho dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L
What metrics were used to measure the VALOR model in the VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset paper on the Clotho dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L
What metrics were used to measure the RNN-GRU-EncDec + VGGish + Word2Vec model in the Audio Captioning using Gated Recurrent Units paper on the Clotho dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L
What metrics were used to measure the CNext-trans model in the paper on the AudioCaps dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L, FENSE, SPIDEr-FL, #params (M)
What metrics were used to measure the AL-MixGen + Multi-TTA model in the paper on the AudioCaps dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L, FENSE, SPIDEr-FL, #params (M)
What metrics were used to measure the AL-MixGen model in the Exploring Train and Test-Time Augmentations for Audio-Language Learning paper on the AudioCaps dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L, FENSE, SPIDEr-FL, #params (M)
What metrics were used to measure the BART + YAMNet + PANNs model in the AUTOMATED AUDIO CAPTIONING BY FINE-TUNING BART WITH AUDIOSET TAGS paper on the AudioCaps dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L, FENSE, SPIDEr-FL, #params (M)
What metrics were used to measure the CNN+Transformer model in the Audio Captioning Transformer paper on the AudioCaps dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L, FENSE, SPIDEr-FL, #params (M)
What metrics were used to measure the TopDown-AlignedAtt (1NN) model in the AudioCaps: Generating Captions for Audios in The Wild paper on the AudioCaps dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L, FENSE, SPIDEr-FL, #params (M)
What metrics were used to measure the VAST model in the VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset paper on the AudioCaps dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L, FENSE, SPIDEr-FL, #params (M)
What metrics were used to measure the VALOR model in the VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset paper on the AudioCaps dataset?
SPIDEr, CIDEr, SPICE, BLEU-4, METEOR, ROUGE-L, FENSE, SPIDEr-FL, #params (M)
What metrics were used to measure the DiffBIR model in the DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior paper on the LFW dataset?
FID
What metrics were used to measure the GFP-GAN model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the LFW dataset?
FID
What metrics were used to measure the PSFRGAN model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the LFW dataset?
FID
What metrics were used to measure the CodeFormer model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the LFW dataset?
FID
What metrics were used to measure the GLEAN model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the LFW dataset?
FID
What metrics were used to measure the GPEN model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the LFW dataset?
FID
What metrics were used to measure the DFDNet model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the LFW dataset?
FID
What metrics were used to measure the PULSE model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the LFW dataset?
FID
What metrics were used to measure the CodeFormer model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the GFP-GAN model in the Towards Real-World Blind Face Restoration with Generative Facial Prior paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the DeblurGANv2* model in the DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the PSFRGAN model in the Progressive Semantic-Aware Style Transformation for Blind Face Restoration paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the DifFace model in the DifFace: Blind Face Restoration with Diffused Error Contraction paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the DiffBIR model in the DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the mGANprior model in the Image Processing Using Multi-Code GAN Prior paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the GLEAN model in the DifFace: Blind Face Restoration with Diffused Error Contraction paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the VQFR model in the DifFace: Blind Face Restoration with Diffused Error Contraction paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the HiFaceGAN model in the HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the GFPGAN model in the DifFace: Blind Face Restoration with Diffused Error Contraction paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the PSFRGAN model in the DifFace: Blind Face Restoration with Diffused Error Contraction paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the PULSE model in the DifFace: Blind Face Restoration with Diffused Error Contraction paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the DFDNet model in the DifFace: Blind Face Restoration with Diffused Error Contraction paper on the CelebA-Test dataset?
LPIPS, FID, NIQE, Deg., PSNR, SSIM, IDS
What metrics were used to measure the DiffBIR model in the DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior paper on the WIDER dataset?
FID
What metrics were used to measure the CodeFormer model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the WIDER dataset?
FID
What metrics were used to measure the GFP-GAN model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the WIDER dataset?
FID
What metrics were used to measure the GPEN model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the WIDER dataset?
FID
What metrics were used to measure the GLEAN model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the WIDER dataset?
FID
What metrics were used to measure the PSFRGAN model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the WIDER dataset?
FID
What metrics were used to measure the DFDNet model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the WIDER dataset?
FID
What metrics were used to measure the PULSE model in the Towards Robust Blind Face Restoration with Codebook Lookup Transformer paper on the WIDER dataset?
FID
What metrics were used to measure the GPEN model in the GAN Prior Embedded Network for Blind Face Restoration in the Wild paper on the CelebA-HQ dataset?
FID, LPIPS, PSNR
What metrics were used to measure the HiFaceGAN model in the GAN Prior Embedded Network for Blind Face Restoration in the Wild paper on the CelebA-HQ dataset?
FID, LPIPS, PSNR
What metrics were used to measure the Pix2PixHD model in the GAN Prior Embedded Network for Blind Face Restoration in the Wild paper on the CelebA-HQ dataset?
FID, LPIPS, PSNR
What metrics were used to measure the GFRNet model in the GAN Prior Embedded Network for Blind Face Restoration in the Wild paper on the CelebA-HQ dataset?
FID, LPIPS, PSNR
What metrics were used to measure the GWAInet model in the GAN Prior Embedded Network for Blind Face Restoration in the Wild paper on the CelebA-HQ dataset?
FID, LPIPS, PSNR
What metrics were used to measure the Super-FAN model in the GAN Prior Embedded Network for Blind Face Restoration in the Wild paper on the CelebA-HQ dataset?
FID, LPIPS, PSNR
What metrics were used to measure the BL-GAM-RHN-7 model in the Recurrent Highway Networks with Grouped Auxiliary Memory paper on the FI-2010 dataset?
Accuracy (H50), F1 (H50)
What metrics were used to measure the monoT5-3B model in the No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval paper on the BioASQ (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-CE-6.1B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the BioASQ (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-CE-2.7B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the BioASQ (BEIR) dataset?
nDCG@10
What metrics were used to measure the BM25+CE model in the BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models paper on the BioASQ (BEIR) dataset?
nDCG@10
What metrics were used to measure the BM25 model in the BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models paper on the BioASQ (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-BE-5.8B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the BioASQ (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-BE-5.8B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the TREC-COVID (BEIR) dataset?
nDCG@10
What metrics were used to measure the monoT5-3B model in the No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval paper on the TREC-COVID (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-CE-6.1B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the TREC-COVID (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-CE-2.7B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the TREC-COVID (BEIR) dataset?
nDCG@10
What metrics were used to measure the BM25+CE model in the BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models paper on the TREC-COVID (BEIR) dataset?
nDCG@10
What metrics were used to measure the ColBERT model in the BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models paper on the TREC-COVID (BEIR) dataset?
nDCG@10
What metrics were used to measure the monoT5-3B model in the No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval paper on the NFCorpus (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-BE-5.8B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the NFCorpus (BEIR) dataset?
nDCG@10
What metrics were used to measure the OpenAI Search-Davinci model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the NFCorpus (BEIR) dataset?
nDCG@10
What metrics were used to measure the BM25+CE model in the BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models paper on the NFCorpus (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-CE-6.1B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the NFCorpus (BEIR) dataset?
nDCG@10
What metrics were used to measure the SGPT-CE-2.7B model in the SGPT: GPT Sentence Embeddings for Semantic Search paper on the NFCorpus (BEIR) dataset?
nDCG@10
What metrics were used to measure the ColBERT model in the BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models paper on the NFCorpus (BEIR) dataset?
nDCG@10
What metrics were used to measure the FHDR model in the FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback Network paper on the City Scene Dataset dataset?
HDR-VDP2 Q SCORE, PSNR, SSIM
What metrics were used to measure the Multiscale Transformer Encoder model in the Attention-Based Multimodal Image Matching paper on the Brown Dataset dataset?
FPR95
What metrics were used to measure the Twin-Net model in the Twin-Net Descriptor: Twin Negative Mining With Quad Loss for Patch-Based Matching paper on the Brown Dataset dataset?
FPR95
What metrics were used to measure the Twin-Net model in the Twin-Net Descriptor: Twin Negative Mining With Quad Loss for Patch-Based Matching paper on the HPatches dataset?
Patch Matching, Patch Retrieval, Patch Verification
What metrics were used to measure the LSAR-aux-render model in the LandscapeAR: Large Scale Outdoor Augmented Reality by Matching Photographs with Terrain Models Using Learned Descriptors paper on the HPatches dataset?
Patch Matching, Patch Retrieval, Patch Verification
What metrics were used to measure the VRT model in the VRT: A Video Restoration Transformer paper on the Vimeo90K-Medium dataset?
PSNR, SSIM
What metrics were used to measure the RSTT-L model in the RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution paper on the Vimeo90K-Medium dataset?
PSNR, SSIM
What metrics were used to measure the RSTT-M model in the RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution paper on the Vimeo90K-Medium dataset?
PSNR, SSIM
What metrics were used to measure the RSTT-S model in the RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution paper on the Vimeo90K-Medium dataset?
PSNR, SSIM
What metrics were used to measure the VRT model in the VRT: A Video Restoration Transformer paper on the Vimeo90K-Fast dataset?
PSNR, SSIM
What metrics were used to measure the RSTT-L model in the RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution paper on the Vimeo90K-Fast dataset?
PSNR, SSIM
What metrics were used to measure the RSTT-M model in the RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution paper on the Vimeo90K-Fast dataset?
PSNR, SSIM
What metrics were used to measure the RSTT-S model in the RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution paper on the Vimeo90K-Fast dataset?
PSNR, SSIM
What metrics were used to measure the PHMOSpell model in the PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check paper on the SIGHAN 2015 dataset?
Correction F1, Detection F1
What metrics were used to measure the ReaLiSe model in the Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking paper on the SIGHAN 2015 dataset?
Correction F1, Detection F1
What metrics were used to measure the BiLSTMS on color generation model in the Generation Of Colors using Bidirectional Long Short Term Memory Networks paper on the Colors dataset?
Validation Accuracy
What metrics were used to measure the Contextual RQ-Transformer model in the Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer paper on the Conceptual Captions dataset?
FID
What metrics were used to measure the RQ-Transformer model in the Autoregressive Image Generation using Residual Quantization paper on the Conceptual Captions dataset?
FID
What metrics were used to measure the LDM-4 model in the High-Resolution Image Synthesis with Latent Diffusion Models paper on the Conceptual Captions dataset?
FID