NSD
Benchmarks
TaskDatasetSOTA resultTrendResults
NSD (Natural Scenes Dataset) (subject pair)
97.1Precision
60
NSD (Subjects 01, 02, 05, 07)
97.8Inception Feature Similarity
47
NSD Measured fMRI
30,583Interpretable Pattern Count (> 0.5)
16
NSD subj01 (test)
20.71METEOR
15
NSD 2 (test)
95.8Inception Feature Similarity
15
NSD new (test)
32.6Pixel Correlation
10
NSD (test)
96.1AlexNet Feature Similarity (Layer 2)
9
NSD (test)
0.365PixCorr
9
NSD
30.9PixCorr
9
NSD reduced 681 images (test)
0.33PixCorr
8
NSD Measured + Predicted fMRI (test)
21.5Interpretable Hypotheses (> 0.5)
8
NSD Predicted fMRI
16,051Interpretable Patterns (Align > 0.5)
8
NSD-Imagery Mental Imagery Trials (test)
0.108Pixel Correlation (PixCorr)
6
NSD (test)
0.322Pixel Correlation (PixCorr)
5
NSD (test)
60.54Accuracy
5
NSD (test)
95.3Accuracy
5
NSD (test)
95.8Accuracy
5
NSD (test)
96.2CLIP Performance Score
4
NSD (test)
94.7Inception Encoding Score
4
NSD Average (test)
53.96BLEU-1
3
NSD subj07 (test)
53.36BLEU-1
3
NSD subj05 (test)
55.36BLEU-1
3
NSD subj02 (test)
52.58BLEU-1
3