Scanpath Prediction

Benchmarks

Dataset Name	SOTA Method	Metric
Scanpath Prediction Dataset		Clean SS50.4	28	1mo ago
COCO-Search18 (test)	Gazeformer	Scanpath Accuracy (R@1)50.4	13	1mo ago
MIT1003 Free-viewing	NevaClip	SPP Mean0.57	11	3mo ago
CapMIT1003		Mean SPP0.26	11	3mo ago
Visual Search Dataset Poisoned		BBox Hit Ratio86.4	10	1mo ago
Visual Search Dataset Clean Inputs		BBox Hit Ratio86.6	10	1mo ago
AiR-D 12 (test)		SM0.405	10	3mo ago
COCO-Search18 83 (test)	ChenLSTM-ISP	SM0.48	10	3mo ago
OSIE-ASD 71 (test)	Gazeformer-ISP	SM0.406	10	3mo ago
OSIE 79 (test)	Gazeformer-ISP	SM0.39	10	3mo ago
COCO-Search18 target-present (test)	HAT	SemSS0.543	10	3mo ago
GazeSearch	GazeWorld	SM48.9	9	8d ago
AiR-D	ChenLSTM-ISP	MRR0.338	9	3mo ago
COCO-Search18	ChenLSTM-ISP	MRR0.369	9	3mo ago
OSIE-ASD	ChenLSTM-ISP	MRR0.147	9	3mo ago
OSIE	ChenLSTM-ISP	MRR0.291	9	3mo ago
CELER English L1 (New Sentence / New Reader Split)	Eyettention II-BERT	MultiMatch Vector Score98	6	1d ago
CELER English L1 (New Reader Split)	Eyettention II-BERT	MultiMatch Vector Score97.9	6	1d ago
CELER English L1 (New Sentence Split)	Eyettention II-BERT	MultiMatch Score (Vector)0.978	6	1d ago
BSC Chinese (New Sentence New Reader Split)	Eyettention II-BERT	MultiMatch Vector0.993	5	1d ago
BSC Chinese (New Reader Split)	Eyettention II-BERT	MultiMatch (Vector)0.993	5	1d ago
BSC (Chinese) (New Sentence Split)	Eyettention II-BERT	MultiMatch Vector99.3	5	1d ago
OSIE (test)	ISP-SENet	Scanpath Accuracy (R@1)22.85	5	3mo ago
COCO-FreeView (test)	ISP-SENet	Scanpath Accuracy (R@1)35.57	5	3mo ago
WS Scanpath 1.0 (test)	UniAR	Sequence Score0.267	5	3mo ago

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