SOTAVerified

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 1–25 of 75 papers

TitleStatusHype
X^2-VLM: All-In-One Pre-trained Model For Vision-Language TasksCode2
Revealing Single Frame Bias for Video-and-Language LearningCode2
StableFusion: Continual Video Retrieval via Frame AdaptationCode1
Holistic Features are almost Sufficient for Text-to-Video RetrievalCode1
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation LearningCode1
VideoCon: Robust Video-Language Alignment via Contrast CaptionsCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal RetrievalCode1
Unified Coarse-to-Fine Alignment for Video-Text RetrievalCode1
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation ModelsCode1
Dual Learning with Dynamic Knowledge Distillation for Partially Relevant Video RetrievalCode1
VindLU: A Recipe for Effective Video-and-Language PretrainingCode1
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual ModelingCode1
Partially Relevant Video RetrievalCode1
Clover: Towards A Unified Video-Language Alignment and Fusion ModelCode1
LAVENDER: Unifying Video-Language Understanding as Masked Language ModelingCode1
Revisiting the "Video" in Video-Language UnderstandingCode1
MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text RetrievalCode1
ECLIPSE: Efficient Long-range Video Retrieval using Sight and SoundCode1
GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and RetrievalCode1
X-Pool: Cross-Modal Language-Video Attention for Text-Video RetrievalCode1
Revitalize Region Feature for Democratizing Video-Language Pre-training of RetrievalCode1
Reading-strategy Inspired Visual Representation Learning for Text-to-Video RetrievalCode1
Bridging Video-text Retrieval with Multiple Choice QuestionsCode1
Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video RetrievalCode1
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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