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Datasets/ePiC

ePiC

Introduced 2021-09-14

The ePiC dataset is a unique and high-quality crowdsourced collection of narratives specifically designed for testing abstract language understanding in the context of proverbs. The ePiC dataset stands out for its focus on abstract reasoning in language models, a relatively under-explored area in natural language processing.

Related Benchmarks

EPIC KITCHENS-seen splits/16k/mAPEPIC KITCHENS-seen splits/2D Classification/mAPEPIC KITCHENS-seen splits/2D Object Detection/mAPEPIC KITCHENS-seen splits/3D/mAPEPIC KITCHENS-seen splits/Object Detection/mAPEPIC KITCHENS-unseen splits/16k/mAPEPIC KITCHENS-unseen splits/2D Classification/mAPEPIC KITCHENS-unseen splits/2D Object Detection/mAPEPIC KITCHENS-unseen splits/3D/mAPEPIC KITCHENS-unseen splits/Object Detection/mAPEPIC-Hotspot/Video-to-image Affordance Grounding/AUC-JEPIC-Hotspot/Video-to-image Affordance Grounding/KLDEPIC-Hotspot/Video-to-image Affordance Grounding/SIMEPIC-KITCHENS-100/2D Human Pose Estimation/Recall@5EPIC-KITCHENS-100/2D Human Pose Estimation/Top-5 NounEPIC-KITCHENS-100/2D Human Pose Estimation/Top-5 VerbEPIC-KITCHENS-100/Action Anticipation/Recall@5EPIC-KITCHENS-100/Action Anticipation/Top-5 NounEPIC-KITCHENS-100/Action Anticipation/Top-5 VerbEPIC-KITCHENS-100/Action Localization/Avg mAP (0.1-0.5)EPIC-KITCHENS-100/Action Localization/mAP IOU@0.1EPIC-KITCHENS-100/Action Localization/mAP IOU@0.2EPIC-KITCHENS-100/Action Localization/mAP IOU@0.3EPIC-KITCHENS-100/Action Localization/mAP IOU@0.4EPIC-KITCHENS-100/Action Localization/mAP IOU@0.5EPIC-KITCHENS-100/Action Recognition/Action@1EPIC-KITCHENS-100/Action Recognition/GFLOPsEPIC-KITCHENS-100/Action Recognition/HMEPIC-KITCHENS-100/Action Recognition/Noun@1EPIC-KITCHENS-100/Action Recognition/Recall@5EPIC-KITCHENS-100/Action Recognition/Top-5 NounEPIC-KITCHENS-100/Action Recognition/Top-5 VerbEPIC-KITCHENS-100/Action Recognition/Verb@1EPIC-KITCHENS-100/Action Recognition In Videos/Recall@5EPIC-KITCHENS-100/Action Recognition In Videos/Top-5 NounEPIC-KITCHENS-100/Action Recognition In Videos/Top-5 VerbEPIC-KITCHENS-100/Activity Recognition/Action@1EPIC-KITCHENS-100/Activity Recognition/GFLOPsEPIC-KITCHENS-100/Activity Recognition/HMEPIC-KITCHENS-100/Activity Recognition/Noun@1EPIC-KITCHENS-100/Activity Recognition/Recall@5EPIC-KITCHENS-100/Activity Recognition/Top-5 NounEPIC-KITCHENS-100/Activity Recognition/Top-5 VerbEPIC-KITCHENS-100/Activity Recognition/Verb@1EPIC-KITCHENS-100/Audio Classification/Top-1 ActionEPIC-KITCHENS-100/Audio Classification/Top-1 NounEPIC-KITCHENS-100/Audio Classification/Top-1 VerbEPIC-KITCHENS-100/Audio Classification/Top-5 ActionEPIC-KITCHENS-100/Audio Classification/Top-5 NounEPIC-KITCHENS-100/Audio Classification/Top-5 VerbEPIC-KITCHENS-100/Classification/Top-1 ActionEPIC-KITCHENS-100/Classification/Top-1 NounEPIC-KITCHENS-100/Classification/Top-1 VerbEPIC-KITCHENS-100/Classification/Top-5 ActionEPIC-KITCHENS-100/Classification/Top-5 NounEPIC-KITCHENS-100/Classification/Top-5 VerbEPIC-KITCHENS-100/Domain Adaptation/Average AccuracyEPIC-KITCHENS-100/Temporal Action Localization/Avg mAP (0.1-0.5)EPIC-KITCHENS-100/Temporal Action Localization/mAP IOU@0.1EPIC-KITCHENS-100/Temporal Action Localization/mAP IOU@0.2EPIC-KITCHENS-100/Temporal Action Localization/mAP IOU@0.3EPIC-KITCHENS-100/Temporal Action Localization/mAP IOU@0.4EPIC-KITCHENS-100/Temporal Action Localization/mAP IOU@0.5EPIC-KITCHENS-100/Unsupervised Domain Adaptation/Average AccuracyEPIC-KITCHENS-100/Video/Avg mAP (0.1-0.5)EPIC-KITCHENS-100/Video/mAP IOU@0.1EPIC-KITCHENS-100/Video/mAP IOU@0.2EPIC-KITCHENS-100/Video/mAP IOU@0.3EPIC-KITCHENS-100/Video/mAP IOU@0.4EPIC-KITCHENS-100/Video/mAP IOU@0.5EPIC-KITCHENS-100/Zero-Shot Learning/Avg mAP (0.1-0.5)EPIC-KITCHENS-100/Zero-Shot Learning/mAP IOU@0.1EPIC-KITCHENS-100/Zero-Shot Learning/mAP IOU@0.2EPIC-KITCHENS-100/Zero-Shot Learning/mAP IOU@0.3EPIC-KITCHENS-100/Zero-Shot Learning/mAP IOU@0.4EPIC-KITCHENS-100/Zero-Shot Learning/mAP IOU@0.5EPIC-KITCHENS-100 (test)/2D Human Pose Estimation/recall@5EPIC-KITCHENS-100 (test)/Action Anticipation/recall@5EPIC-KITCHENS-100 (test)/Action Recognition/recall@5EPIC-KITCHENS-100 (test)/Action Recognition In Videos/recall@5EPIC-KITCHENS-100 (test)/Activity Recognition/recall@5EPIC-KITCHENS-55/16k/mAP@.5EPIC-KITCHENS-55/2D Classification/mAP@.5EPIC-KITCHENS-55/2D Object Detection/mAP@.5EPIC-KITCHENS-55/3D/mAP@.5EPIC-KITCHENS-55/Action Recognition/Top-1 AccuracyEPIC-KITCHENS-55/Activity Recognition/Actions Top-1 (S1)EPIC-KITCHENS-55/Activity Recognition/Actions Top-1 (S2)EPIC-KITCHENS-55/Activity Recognition/Top-1 AccuracyEPIC-KITCHENS-55/Object Detection/mAP@.5EPIC-KITCHENS-55 (Seen test set (S1))/2D Human Pose Estimation/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/2D Human Pose Estimation/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/2D Human Pose Estimation/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/2D Human Pose Estimation/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/2D Human Pose Estimation/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/2D Human Pose Estimation/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/Action Anticipation/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/Action Anticipation/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/Action Anticipation/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/Action Anticipation/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/Action Anticipation/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/Action Anticipation/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition In Videos/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition In Videos/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition In Videos/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition In Videos/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition In Videos/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/Action Recognition In Videos/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/Activity Recognition/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/Activity Recognition/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/Activity Recognition/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Seen test set (S1))/Activity Recognition/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Seen test set (S1))/Activity Recognition/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Seen test set (S1))/Activity Recognition/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/2D Human Pose Estimation/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/2D Human Pose Estimation/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/2D Human Pose Estimation/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/2D Human Pose Estimation/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/2D Human Pose Estimation/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/2D Human Pose Estimation/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/Action Anticipation/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/Action Anticipation/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/Action Anticipation/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/Action Anticipation/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/Action Anticipation/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/Action Anticipation/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition In Videos/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition In Videos/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition In Videos/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition In Videos/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition In Videos/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/Action Recognition In Videos/Top 5 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/Activity Recognition/Top 1 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/Activity Recognition/Top 1 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/Activity Recognition/Top 1 Accuracy - VerbEPIC-KITCHENS-55 (Unseen test set (S2)/Activity Recognition/Top 5 Accuracy - Act.EPIC-KITCHENS-55 (Unseen test set (S2)/Activity Recognition/Top 5 Accuracy - NounEPIC-KITCHENS-55 (Unseen test set (S2)/Activity Recognition/Top 5 Accuracy - VerbEPIC-SOUNDS/Audio Classification/AccuracyEPIC-SOUNDS/Classification/AccuracyEPIC-SOUNDS/Human Interaction Recognition/Top-1 accuracy %

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