Scanpath Prediction

Benchmarks

Dataset Name	SOTA Method	Metric
Scanpath Prediction Dataset		Clean SS50.4	28	3mo ago
COCO-Search18 (test)	Gazeformer	Scanpath Accuracy (R@1)50.4	13	3mo ago
MIT1003 Free-viewing	NevaClip	SPP Mean0.57	11	4mo ago
CapMIT1003		Mean SPP0.26	11	4mo ago
Visual Search Dataset Poisoned		BBox Hit Ratio86.4	10	3mo ago
Visual Search Dataset Clean Inputs		BBox Hit Ratio86.6	10	3mo ago
AiR-D 12 (test)		SM0.405	10	4mo ago
COCO-Search18 83 (test)	ChenLSTM-ISP	SM0.48	10	4mo ago
OSIE-ASD 71 (test)	Gazeformer-ISP	SM0.406	10	4mo ago
OSIE 79 (test)	Gazeformer-ISP	SM0.39	10	4mo ago
COCO-Search18 target-present (test)	HAT	SemSS0.543	10	4mo ago
GazeSearch	GazeWorld	SM48.9	9	2mo ago
AiR-D	ChenLSTM-ISP	MRR0.338	9	4mo ago
COCO-Search18	ChenLSTM-ISP	MRR0.369	9	4mo ago
OSIE-ASD	ChenLSTM-ISP	MRR0.147	9	4mo ago
OSIE	ChenLSTM-ISP	MRR0.291	9	4mo ago
MIT Low Resolution		Lev. Dist.10.77	7	1mo ago
MIT-FV MIT1003	TPP-Gaze	LD0.02	7	1mo ago
COCO FreeView	DiffEye	LD0.098	7	1mo ago
COCO-Search18 Target Present	ST-DIFFEYE	LD (Likelihood Distance)0.028	6	1mo ago
CELER English L1 (New Sentence / New Reader Split)	Eyettention II-BERT	MultiMatch Vector Score98	6	1mo ago
CELER English L1 (New Reader Split)	Eyettention II-BERT	MultiMatch Vector Score97.9	6	1mo ago
CELER English L1 (New Sentence Split)	Eyettention II-BERT	MultiMatch Score (Vector)0.978	6	1mo ago
BSC Chinese (New Sentence New Reader Split)	Eyettention II-BERT	MultiMatch Vector0.993	5	1mo ago
BSC Chinese (New Reader Split)	Eyettention II-BERT	MultiMatch (Vector)0.993	5	1mo ago

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