Scanpath Generation on COCO-Search18 Target Absent benchmark leaderboard · SOTA2 Research

Scanpath Generation on COCO-Search18 Target Absent

0.022LDScanDiff

Evaluation Results

Method	Links
ScanDiff2026.06		0.022	0.012	0.014	0.007	0.02	0.012	0.008	0.031	0.008	0.02	0.008
ST-DIFFEYE2026.06		0.039	0.007	0.024	0.016	0.018	0.018	0.014	0.045	0.011	0.039	0.006
HAT2026.06		0.062	0.024	0.036	0.044	3.799	0.042	—	0.106	—	0.07	—
GazeXplain2026.06		0.112	0.027	0.066	0.109	0.044	0.033	0.041	0.162	0.044	0.188	0.041
GazeFormer2026.06		0.118	0.085	0.069	0.109	0.093	0.038	0.03	0.235	0.101	0.152	0.086
TPP-Gaze2026.06		0.665	0.182	0.476	0.266	0.129	0.752	0.917	0.54	0.628	0.281	0.227
ScanDiff2026.06		26.136	103.716	385.415	0.066	0.911	0.512	0.481	0.546	0.533	0.559	0.531
ST-DIFFEYE2026.06		26.738	105.025	376.639	0.068	0.907	0.511	0.484	0.557	0.541	0.568	0.542
HAT2026.06		27.281	111.527	395.514	0.069	0.738	0.491	—	0.541	—	0.547	—
GazeXplain2026.06		30.281	146.649	464.407	0.074	0.885	0.461	0.452	0.485	0.482	0.469	0.471
TPP-Gaze2026.06		31.723	130.847	573.821	0.091	0.888	0.359	0.311	0.407	0.35	0.444	0.376
GazeXplain2026.06		31.986	189.654	572.228	0.094	0.813	0.381	0.371	0.397	0.382	0.377	0.365
HAT2026.06		32.378	200.521	630.468	0.121	0.651	0.34	—	0.36	—	0.363	—
GazeFormer2026.06		32.439	188.24	622.325	0.1	0.808	0.339	0.329	0.345	0.33	0.359	0.34
GazeFormer2026.06		32.439	188.24	622.325	0.1	0.808	0.339	0.329	0.345	0.33	0.359	0.34
ST-DIFFEYE2026.06		32.894	202.098	632.08	0.116	0.788	0.34	0.32	0.363	0.322	0.36	0.33
ScanDiff2026.06		35.257	200.334	654.09	0.115	0.807	0.344	0.332	0.361	0.344	0.273	0.243
TPP-Gaze2026.06		47.572	200.067	916.626	0.129	0.777	0.224	0.203	0.236	0.209	0.362	0.344