Natural Scenes Dataset
Benchmarks
TaskDatasetSOTA resultTrendResults
Natural Scenes Dataset (NSD)
56.72Average Performance
100
Natural Scenes Dataset (NSD) (test)
66.38BLEU-1
19
Natural Scenes Dataset (test)
0.988Rate
9
Natural Scenes Dataset (NSD) 7T fMRI (Subjects 1, 2, 5, 7)
0.322PixCorr
6
Natural Scenes Dataset (NSD) (test)
38.91BLEU-1
6
Natural Scenes Dataset (NSD) Qwen Caption GT (test)
40.21BLEU-1
4
Natural Scenes Dataset (NSD) COCO Caption GT (test)
63.2BLEU-1
4
Natural Scenes Dataset (NSD) (20, 5) CL Setup 1.0
59.74Top-20 Accuracy
4
Natural Scenes Dataset (NSD) (20, 10) CL Setup 1.0
59.51Retrieval Score (1-20)
4
Natural Scenes Dataset (NSD) (15, 5) CL Setup 1.0
55.97Accuracy (Top 1-15)
4
Natural Scenes Dataset (NSD) Subject 7
0.215PixCorr
4
Natural Scenes Dataset (NSD) Subject 5
0.214Pixel Correlation
4
Natural Scenes Dataset (NSD) Subject 1
0.262Pixel Correlation (PixCorr)
4
Natural Scenes Dataset (NSD) Mean (S1, S2, S5, S7)
22.7Top-1 Retrieval Accuracy
3
Natural Scenes Dataset (NSD) (S7)
19.2Top-1 Retrieval Accuracy
3
Natural Scenes Dataset (NSD) (S5)
23.2Top-1 Accuracy
3
Natural Scenes Dataset (NSD) (S1)
25.5Top-1 Accuracy
3
Natural Scenes Dataset (NSD) Subject 5 740-image (test)
0.2Pixel Correlation (PixCorr)
2
Natural Scenes Dataset (NSD) Subject 1 740-image (test)
22.39PixCorr
2
Natural Scenes Dataset (NSD) (Avg)
36.4mAP
2
Natural Scenes Dataset (NSD) (S5)
39.8mAP
2
Natural Scenes Dataset (NSD) (S1)
37mAP
2
Natural Scenes Dataset (NSD) (test)
65.41BLEU-1
2