Referring Expression Segmentation On J Hmdb

Métriques

IoU mean

IoU overall

Precision@0.5

Precision@0.6

Precision@0.7

Precision@0.8

Precision@0.9

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif

Nom du modèle	AP	IoU mean	IoU overall	Precision@0.5	Precision@0.6	Precision@0.7	Precision@0.8	Precision@0.9
end-to-end-referring-video-object	0.392	0.698	0.701	0.939	0.852	0.616	0.166	0.001
collaborative-spatial-temporal-modeling-for	0.335	0.604	0.598	0.783	0.639	0.378	0.076	0.000
clawcranenet-leveraging-object-level-relation	-	0.655	0.644	0.880	0.796	0.566	0.147	0.002
asymmetric-cross-guided-attention-network-for	0.289	0.584	0.576	0.756	0.564	0.287	0.034	0.000
actor-and-action-video-segmentation-from-a	0.233	0.542	0.541	0.699	0.460	0.173	0.014	0.000
cross-modal-progressive-comprehension-for	0.342	0.617	0.616	0.813	0.657	0.371	0.07	0.000
actor-and-action-modular-network-for-text	0.321	0.576	0.583	0.773	0.627	0.360	0.044	0.000
spectrum-guided-multi-granularity-referring	0.450	0.725	0.737	0.972	0.917	0.714	0.225	0.003
deeply-interleaved-two-stream-encoder-for	0.441	0.666	0.68	0.874	0.791	0.586	0.182	0.30
visual-textual-capsule-routing-for-text-based	0.261	0.550	0.535	0.677	0.513	0.283	0.051	0.000
end-to-end-referring-video-object	0.366	0.679	0.674	0.91	0.815	0.57	0.144	0.001
segmentation-from-natural-language	0.178	0.528	0.546	0.633	0.350	0.085	0.002	0.000
context-modulated-dynamic-networks-for-actor	0.301	0.576	0.554	0.742	0.587	0.316	0.047	0.000
hierarchical-interaction-network-for-video	-	0.568	0.606	0.731	0.62	0.392	0.088	0.0
polar-relative-positional-encoding-for-video	0.294	-	-	0.572	0.690	0.319	0.06	0.001
soc-semantic-assisted-object-cluster-for	0.446	0.723	0.736	0.969	0.914	0.711	0.213	0.001
soc-semantic-assisted-object-cluster-for	0.397	0.701	0.707	0.947	0.864	0.627	0.179	0.001
hierarchical-interaction-network-for-video	-	0.627	0.652	0.819	0.736	0.542	0.168	0.4
tracking-by-natural-language-specification	0.173	0.491	0.529	0.578	0.335	0.103	0.060	0.000
actor-and-action-video-segmentation-from-a	0.267	0.570	0.555	0.712	0.518	0.264	0.030	0.000
referring-segmentation-in-images-and-videos	-	0.581	0.628	0.764	0.625	0.389	0.09	0.001