SOTAVerified

Video Retrieval

The objective of video retrieval is as follows: given a text query and a pool of candidate videos, select the video which corresponds to the text query. Typically, the videos are returned as a ranked list of candidates and scored via document retrieval metrics.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 486 papers

TitleStatusHype
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-trainingCode1
Multiple Visual-Semantic Embedding for Video Retrieval from Query Sentence—0
Targeted Attack for Deep Hashing based RetrievalCode1
SpeedNet: Learning the Speediness in VideosCode1
AMIL: Adversarial Multi Instance Learning for Human Pose EstimationCode0
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
Self-Supervised Visual Learning by Variable Playback Speeds Prediction of a VideoCode0
Fine-Grained Instance-Level Sketch-Based Video Retrieval—0
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and GenerationCode1
TVR: A Large-Scale Dataset for Video-Subtitle Moment RetrievalCode1
Video Cloze Procedure for Self-Supervised Spatio-Temporal LearningCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold RankingCode1
A Proposal-based Approach for Activity Image-to-Video Retrieval—0
Deep Heterogeneous Hashing for Face Video Retrieval—0
Neighborhood Preserving Hashing for Scalable Video Retrieval—0
SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval—0
Query by Semantic Sketch—0
ViSiL: Fine-grained Spatio-Temporal Video Similarity LearningCode1
Audio-Visual Embedding for Cross-Modal MusicVideo Retrieval through Supervised Deep CCA—0
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings—0
Central Similarity Quantization for Efficient Image and Video RetrievalCode0
Use What You Have: Video Retrieval Using Representations From Collaborative ExpertsCode1
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video ClipsCode1
SketchGAN: Joint Sketch Completion and Recognition With Generative Adversarial Network—0
Spatio-temporal Video Re-localization by Warp LSTM—0
Efficient video indexing for monitoring disease activity and progression in the upper gastrointestinal tract—0
Interactive Video Retrieval with Dialog—0
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance MattersCode1
Unsupervised Data Uncertainty Learning in Visual Retrieval Systems—0
V3C - a Research Video Collection—0
Dual Encoding for Zero-Example Video RetrievalCode0
FIVR: Fine-grained Incident Video RetrievalCode0
Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos—0
Find and Focus: Retrieve and Localize Video Events with Natural Language Queries—0
Video Logo Retrieval based on local FeaturesCode0
A Joint Sequence Fusion Model for Video Question Answering and RetrievalCode0
Person Search in Videos with One Portrait Through Visual and Temporal LinksCode0
Talking Face Generation by Adversarially Disentangled Audio-Visual RepresentationCode0
Human Action Recognition and Prediction: A Survey—0
Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures—0
Learning Joint Embedding with Multimodal Cues for Cross-Modal Video-Text RetrievalCode0
LAMV: Learning to Align and Match Videos With Kernelized Temporal LayersCode0
ECO: Efficient Convolutional Network for Online Video UnderstandingCode0
Learning a Text-Video Embedding from Incomplete and Heterogeneous DataCode1
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks—0
Hashing with Mutual InformationCode0
Self-Supervised Video Hashing with Hierarchical Binary Auto-encoder—0
Deep Hashing with Category Mask for Fast Video RetrievalCode0
Show:102550
← PrevPage 9 of 10Next →
All datasetsMSR-VTT-1kADiDeMoMSR-VTTLSMDCActivityNetMSVDYouCook2FIVR-200KVATEXQuerYDSSv2-label retrievalSSv2-template retrieval

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1OmniVectext-to-video R@1089.4—Unverified
2CLIP4Cliptext-to-video R@1081.6—Unverified
3OmniVec (pretrained)text-to-video R@1078.6—Unverified
4HunYuan_tvr (huge)text-to-video R@162.9—Unverified
5CLIP-ViPtext-to-video R@157.7—Unverified
6PIDRotext-to-video R@155.9—Unverified
7DMAE (ViT-B/16)text-to-video R@155.5—Unverified
8HunYuan_tvrtext-to-video R@155—Unverified
9MuLTItext-to-video R@154.7—Unverified
10EERCFtext-to-video R@154.1—Unverified
#ModelMetricClaimedVerifiedStatus
1Aurora (ours, r=64)text-to-video R@577.4—Unverified
2InternVideo2-6Btext-to-video R@174.2—Unverified
3vid-TLDR (UMT-L)text-to-video R@172.3—Unverified
4VASTtext-to-video R@172—Unverified
5COSAtext-to-video R@170.5—Unverified
6UMT-L (ViT-L/16)text-to-video R@170.4—Unverified
7GRAMtext-to-video R@167.3—Unverified
8VALORtext-to-video R@161.5—Unverified
9TESTA (ViT-B/16)text-to-video R@161.2—Unverified
10VindLUtext-to-video R@161.2—Unverified
#ModelMetricClaimedVerifiedStatus
1GRAMtext-to-video R@164—Unverified
2VASTtext-to-video R@163.9—Unverified
3InternVideo2-6Btext-to-video R@162.8—Unverified
4VALORtext-to-video R@159.9—Unverified
5UMT-L (ViT-L/16)text-to-video R@158.8—Unverified
6vid-TLDR (UMT-L)text-to-video R@158.1—Unverified
7COSAtext-to-video R@157.9—Unverified
8InternVideo2-6Btext-to-video R@155.9—Unverified
9InternVideotext-to-video R@155.2—Unverified
10VLABtext-to-video R@155.1—Unverified
#ModelMetricClaimedVerifiedStatus
1EMCL-Net (Ours)++ LSMDC Rohrbach et al. (2015)text-to-video R@1053.7—Unverified
2InternVideo2-6Btext-to-video R@146.4—Unverified
3vid-TLDR (UMT-L)text-to-video R@143.1—Unverified
4UMT-L (ViT-L/16)text-to-video R@143—Unverified
5HunYuan_tvr (huge)text-to-video R@140.4—Unverified
6COSAtext-to-video R@139.4—Unverified
7mPLUG-2text-to-video R@134.4—Unverified
8VALORtext-to-video R@134.2—Unverified
9InternVideotext-to-video R@134—Unverified
10InternVideo2-6Btext-to-video R@133.8—Unverified