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Models/Action Changes (reg, fixed δ)

Action Changes (reg, fixed δ)

Reported on 42 benchmarks across 3 tasks · 1 paper

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
0.701
best: 61.7 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonVATEX Adverbs
mAP M· 2023-03-27
0.051
best: 0.113 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonVATEX Adverbs
mAP W· 2023-03-27
0.175
best: 0.29 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonAIR
mAP M· 2023-03-27
0.193
best: 0.418 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonAIR
mAP W· 2023-03-27
0.554
best: 0.704 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonHowTo100M Adverbs
Acc-A· 2023-03-27
0.706
best: 0.817 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonHowTo100M Adverbs
mAP M· 2023-03-27
0.215
best: 0.528 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonHowTo100M Adverbs
mAP W· 2023-03-27
0.32
best: 0.567 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonActivityNet Adverbs
Acc-A· 2023-03-27
0.706
best: 58.4 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonActivityNet Adverbs
mAP M· 2023-03-27
0.075
best: 0.175 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonActivityNet Adverbs
mAP W· 2023-03-27
0.119
best: 0.239 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonMSR-VTT Adverbs
Acc-A· 2023-03-27
0.706
best: 61 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonMSR-VTT Adverbs
mAP M· 2023-03-27
0.1
best: 0.228 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
VideoonMSR-VTT Adverbs
mAP W· 2023-03-27
0.203
best: 0.378 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonVATEX Adverbs
Acc-A· 2023-03-27
0.701
best: 61.7 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonVATEX Adverbs
mAP M· 2023-03-27
0.051
best: 0.113 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonVATEX Adverbs
mAP W· 2023-03-27
0.175
best: 0.29 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonAIR
mAP M· 2023-03-27
0.193
best: 0.418 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonAIR
mAP W· 2023-03-27
0.554
best: 0.704 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonHowTo100M Adverbs
Acc-A· 2023-03-27
0.706
best: 0.817 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonHowTo100M Adverbs
mAP M· 2023-03-27
0.215
best: 0.528 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonHowTo100M Adverbs
mAP W· 2023-03-27
0.32
best: 0.567 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonActivityNet Adverbs
Acc-A· 2023-03-27
0.706
best: 58.4 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonActivityNet Adverbs
mAP M· 2023-03-27
0.075
best: 0.175 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonActivityNet Adverbs
mAP W· 2023-03-27
0.119
best: 0.239 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonMSR-VTT Adverbs
Acc-A· 2023-03-27
0.706
best: 61 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video RetrievalonMSR-VTT Adverbs
mAP M· 2023-03-27
0.1
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
0.203
best: 0.378 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonVATEX Adverbs
Acc-A· 2023-03-27
0.701
best: 61.7 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonVATEX Adverbs
mAP M· 2023-03-27
0.051
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
0.175
best: 0.29 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonAIR
mAP M· 2023-03-27
0.193
best: 0.418 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonAIR
mAP W· 2023-03-27
0.554
best: 0.704 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonHowTo100M Adverbs
Acc-A· 2023-03-27
0.706
best: 0.817 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonHowTo100M Adverbs
mAP M· 2023-03-27
0.215
best: 0.528 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonHowTo100M Adverbs
mAP W· 2023-03-27
0.32
best: 0.567 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonActivityNet Adverbs
Acc-A· 2023-03-27
0.706
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
0.075
best: 0.175 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonActivityNet Adverbs
mAP W· 2023-03-27
0.119
best: 0.239 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonMSR-VTT Adverbs
Acc-A· 2023-03-27
0.706
best: 61 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086
Video-Adverb RetrievalonMSR-VTT Adverbs
mAP M· 2023-03-27
0.1
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
0.203
best: 0.378 (ReGaDa)
Learning Action Changes by Measuring Verb-Adverb Textual Relationships arXiv:2303.15086