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Models/Action Changes (reg)

Action Changes (reg)

Reported on 33 benchmarks across 3 tasks · 2 papers · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision42 results

VideoonVATEX Adverbs
Acc-A· 2023-03-27
0.755
best: 61.7 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonAIR
Acc-A· 2023-03-27
0.847
best: 0.874 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonHowTo100M Adverbs
Acc-A· 2023-03-27
0.799
best: 0.817 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonMSR-VTT Adverbs
Acc-A· 2023-03-27
0.774
best: 61 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonVATEX Adverbs
Acc-A· 2023-03-27
0.755
best: 61.7 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonAIR
Acc-A· 2023-03-27
0.847
best: 0.874 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonHowTo100M Adverbs
Acc-A· 2023-03-27
0.799
best: 0.817 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonMSR-VTT Adverbs
Acc-A· 2023-03-27
0.774
best: 61 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonVATEX Adverbs
Acc-A· 2023-03-27
0.755
best: 61.7 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonAIR
Acc-A· 2023-03-27
0.847
best: 0.874 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonHowTo100M Adverbs
Acc-A· 2023-03-27
0.799
best: 0.817 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonMSR-VTT Adverbs
Acc-A· 2023-03-27
0.774
best: 61 (ReGaDa)
SOTA
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonActivityNet Adverbs
Acc-A· 2023-09-26
53.9
best: 58.4 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
VideoonMSR-VTT Adverbs
Acc-A· 2023-09-26
59
best: 61 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
VideoonVATEX Adverbs
Acc-A· 2023-09-26
54.9
best: 61.7 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
Video RetrievalonActivityNet Adverbs
Acc-A· 2023-09-26
53.9
best: 58.4 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
Video RetrievalonMSR-VTT Adverbs
Acc-A· 2023-09-26
59
best: 61 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
Video RetrievalonVATEX Adverbs
Acc-A· 2023-09-26
54.9
best: 61.7 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
Video-Adverb RetrievalonActivityNet Adverbs
Acc-A· 2023-09-26
53.9
best: 58.4 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
Video-Adverb RetrievalonMSR-VTT Adverbs
Acc-A· 2023-09-26
59
best: 61 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
Video-Adverb RetrievalonVATEX Adverbs
Acc-A· 2023-09-26
54.9
best: 61.7 (ReGaDa)
Video-adverb retrieval with compositional adverb-action embeddings arXiv:2309.15086
VideoonVATEX Adverbs
mAP M· 2023-03-27
0.086
best: 0.113 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonVATEX Adverbs
mAP W· 2023-03-27
0.261
best: 0.29 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonAIR
mAP M· 2023-03-27
0.244
best: 0.418 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonActivityNet Adverbs
Acc-A· 2023-03-27
0.714
best: 58.4 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonActivityNet Adverbs
mAP M· 2023-03-27
0.079
best: 0.175 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonMSR-VTT Adverbs
mAP M· 2023-03-27
0.114
best: 0.228 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonMSR-VTT Adverbs
mAP W· 2023-03-27
0.282
best: 0.378 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonVATEX Adverbs
mAP M· 2023-03-27
0.086
best: 0.113 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonVATEX Adverbs
mAP W· 2023-03-27
0.261
best: 0.29 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonAIR
mAP M· 2023-03-27
0.244
best: 0.418 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonActivityNet Adverbs
Acc-A· 2023-03-27
0.714
best: 58.4 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonActivityNet Adverbs
mAP M· 2023-03-27
0.079
best: 0.175 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonMSR-VTT Adverbs
mAP M· 2023-03-27
0.114
best: 0.228 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonMSR-VTT Adverbs
mAP W· 2023-03-27
0.282
best: 0.378 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonVATEX Adverbs
mAP M· 2023-03-27
0.086
best: 0.113 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonVATEX Adverbs
mAP W· 2023-03-27
0.261
best: 0.29 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonAIR
mAP M· 2023-03-27
0.244
best: 0.418 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonActivityNet Adverbs
Acc-A· 2023-03-27
0.714
best: 58.4 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonActivityNet Adverbs
mAP M· 2023-03-27
0.079
best: 0.175 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonMSR-VTT Adverbs
mAP M· 2023-03-27
0.114
best: 0.228 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonMSR-VTT Adverbs
mAP W· 2023-03-27
0.282
best: 0.378 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086