#ImageNet
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icingandcandydog.bsky.social
It's been going on a long, long, long time.
ImageNet - Wikipedia
en.wikipedia.org
November 3, 2026 at 4:51 AM
icingandcandydog.bsky.social
So is ImageNet.
November 3, 2026 at 4:50 AM
drthomasho.com
P. 94 has a revealing description of the "mystery" of deep neural networks first embodied in the ImageNet competition in 2012 and which prevails to this day?
November 1, 2026 at 8:42 PM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:23 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:22 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:21 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:17 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:12 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:25 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:25 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:24 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:24 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:24 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:23 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:22 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:18 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:25 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:23 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:21 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:20 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:19 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:15 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:14 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:13 AM
alt-text.bsky.social
Alt text retrieved
Table 1: Main EEG-to-image retrieval results on THINGS-EEG and EEG-ImageNet. All values are simulated placeholder results and should be replaced by actual experimental outputs. The best results are in bold and the second best are underlined. THINGS-EEG Method Top-1 (%) Top-5 (%) EEG-ImageNet Top-1 (%) Top-5 (%) EEGNet-Retrieval 18.6 37.9 24.2 46.7 TSception-Retrieval 20.9 41.5 26.0 48.9 EEG-Transformer 24.7 46.8 30.8 55.1 ATM-style Matcher 27.5 50.9 33.7 58.9 SeeEEG-style Matcher 29.1 53.4 35.4 61.2 NeuroClaim 32.8 58.6 39.6 66.8
October 31, 2026 at 3:12 AM