SOTAVerified

Text to Video Retrieval

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

Papers

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Showing 31–40 of 75 papers

TitleStatusHype
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and TextCode1
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip RetrievalCode1
Frozen in Time: A Joint Video and Image Encoder for End-to-End RetrievalCode1
MDMMT: Multidomain Multimodal Transformer for Video RetrievalCode1
Less is More: ClipBERT for Video-and-Language Learning via Sparse SamplingCode1
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)Code1
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video ClipsCode1
Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval—0
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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