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Text to Video Retrieval

She's gone I can't find her anywhere I'm looking everywhere for her Everywhere is dark

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 75 papers

TitleStatusHype
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal RetrievalCode1
Reading-strategy Inspired Visual Representation Learning for Text-to-Video RetrievalCode1
Revisiting the "Video" in Video-Language UnderstandingCode1
Revitalize Region Feature for Democratizing Video-Language Pre-training of RetrievalCode1
StableFusion: Continual Video Retrieval via Frame AdaptationCode1
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)Code1
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation LearningCode1
Unified Coarse-to-Fine Alignment for Video-Text RetrievalCode1
VALUE: A Multi-Task Benchmark for Video-and-Language Understanding EvaluationCode1
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and TextCode1
VideoCon: Robust Video-Language Alignment via Contrast CaptionsCode1
VindLU: A Recipe for Effective Video-and-Language PretrainingCode1
VIOLET : End-to-End Video-Language Transformers with Masked Visual-token ModelingCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
Towards Efficient Partially Relevant Video Retrieval with Active Moment DiscoveringCode0
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video RetrievalCode0
Robustness Analysis of Video-Language Models Against Visual and Language PerturbationsCode0
Learning to Retrieve Videos by Asking QuestionsCode0
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
ContextIQ: A Multimodal Expert-Based Video Retrieval System for Contextual AdvertisingCode0
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in IndonesianCode0
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding TasksCode0
Semantic Role Aware Correlation Transformer for Text to Video RetrievalCode0
TC-MGC: Text-Conditioned Multi-Grained Contrastive Learning for Text-Video RetrievalCode0
Are All Combinations Equal? Combining Textual and Visual Features with Multiple Space Learning for Text-Based Video RetrievalCode0
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All datasetsKinetics-GEB+MSR-VTTMSVD-Indonesian

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1FROZEN-revisedmAP23.39—Unverified
2FROZEN-revised (two-stream)text-to-video R@112.8—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4Cliptext-to-video R@144.5—Unverified
#ModelMetricClaimedVerifiedStatus
1X-CLIP (Cross-Lingual)R@132.3—Unverified