SOTAVerified

Video-Adverb Retrieval

The bidirectional video-adverb retrieval task aims at retrieving adverbs that match an action in a video and vice versa.

Papers

Showing 14 of 4 papers

TitleStatusHype
Video-adverb retrieval with compositional adverb-action embeddingsCode0
Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsCode1
How Do You Do It? Fine-Grained Action Understanding with Pseudo-AdverbsCode1
Action Modifiers: Learning from Adverbs in Instructional VideosCode0
Show:102550

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ReGaDaAcc-A0.77Unverified
2Action Changes (cls)Acc-A0.74Unverified
3Action Changes (reg)Acc-A0.71Unverified
4Action Changes (reg, fixed δ)Acc-A0.71Unverified
#ModelMetricClaimedVerifiedStatus
1ReGaDamAP M0.42Unverified
2Action Changes (cls)mAP M0.29Unverified
3Action Changes (reg)mAP M0.24Unverified
4Action Changes (reg, fixed δ)mAP M0.19Unverified
#ModelMetricClaimedVerifiedStatus
1ReGaDaAcc-A0.82Unverified
2Action Changes (reg)Acc-A0.8Unverified
3Action Changes (cls)Acc-A0.79Unverified
4Action Changes (reg, fixed δ)Acc-A0.71Unverified
#ModelMetricClaimedVerifiedStatus
1ReGaDaAcc-A0.79Unverified
2Action Changes (reg)Acc-A0.77Unverified
3Action Changes (cls)Acc-A0.75Unverified
4Action Changes (reg, fixed δ)Acc-A0.71Unverified
#ModelMetricClaimedVerifiedStatus
1ReGaDaAcc-A0.82Unverified
2Action Changes (reg)Acc-A0.76Unverified
3Action Changes (cls)Acc-A0.75Unverified
4Action Changes (reg, fixed δ)Acc-A0.7Unverified