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MaMMUT (ours)
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MaMMUT: A Simple Architecture for Joint Learning …
|
73.60
|
2023-03-29
|
|
|
Vid2Seq
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Vid2Seq: Large-Scale Pretraining of a Visual Lang…
|
64.60
|
2023-02-27
|
|
|
VIOLETv2
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An Empirical Study of End-to-End Video-Language T…
|
58.00
|
2022-09-04
|
|
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mPLUG-2
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mPLUG-2: A Modularized Multi-modal Foundation Mod…
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57.80
|
2023-02-01
|
|
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VAST
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VAST: A Vision-Audio-Subtitle-Text Omni-Modality …
|
56.70
|
2023-05-29
|
|
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GIT2
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GIT: A Generative Image-to-text Transformer for V…
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54.80
|
2022-05-27
|
|
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VLAB
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VLAB: Enhancing Video Language Pre-training by Fe…
|
54.60
|
2023-05-22
|
|
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VALOR
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VALOR: Vision-Audio-Language Omni-Perception Pret…
|
54.40
|
2023-04-17
|
|
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VideoCoCa
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VideoCoCa: Video-Text Modeling with Zero-Shot Tra…
|
53.80
|
2022-12-09
|
|
|
COSA
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COSA: Concatenated Sample Pretrained Vision-Langu…
|
53.70
|
2023-06-15
|
|
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HowToCaption
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HowToCaption: Prompting LLMs to Transform Video A…
|
49.80
|
2023-10-07
|
|
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RTQ
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RTQ: Rethinking Video-language Understanding Base…
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49.60
|
2023-12-01
|
|
|
HiTeA
|
HiTeA: Hierarchical Temporal-Aware Video-Language…
|
49.20
|
2022-12-30
|
|
|
MV-GPT
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End-to-end Generative Pretraining for Multimodal …
|
48.90
|
2022-01-20
|
|
|
CLIP-DCD
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CLIP Meets Video Captioning: Concept-Aware Repres…
|
48.20
|
2021-11-30
|
|
|
TextKG
|
Text with Knowledge Graph Augmented Transformer f…
|
46.60
|
2023-03-22
|
|
|
EMCL-Net
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Expectation-Maximization Contrastive Learning for…
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45.30
|
2022-11-21
|
|
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SEM-POS
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SEM-POS: Grammatically and Semantically Correct V…
|
45.20
|
2023-03-26
|
|
|
CoCap (ViT/L14)
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Accurate and Fast Compressed Video Captioning
|
44.40
|
2023-09-22
|
|
|
VASTA (Vatex-backbone)
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Diverse Video Captioning by Adaptive Spatio-tempo…
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44.21
|
2022-08-19
|
|
|
UniVL + MELTR
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MELTR: Meta Loss Transformer for Learning to Fine…
|
44.17
|
2023-03-23
|
|
|
VASTA (Kinetics-backbone)
|
Diverse Video Captioning by Adaptive Spatio-tempo…
|
43.40
|
2022-08-19
|
|