Image Classification on STL10-LT
76.3AccuracyACR
Evaluation Results
| Method | Links | |
|---|---|---|
| ACRLTL=true, PLR=true, THA=true, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 76.3 | |
| SEVALLTL=true, PLR=true, THA=true, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 75.7 | |
| MetaExpertLTL=true, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 75.6 | |
| DASOLTL=true, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 75.3 | |
| SEVAL-PLLTL=false, PLR=true, THA=true, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 75.2 | |
| ABCLTL=true, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 74.5 | |
| SAWLTL=true, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 74 | |
| FreeMatchLTL=false, PLR=true, THA=true, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 73.9 | |
| DARPLTL=false, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 72.3 | |
| AdshLTL=false, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 71.4 | |
| CReST+LTL=true, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 68.5 | |
| SEVAL-PLLTL=false, PLR=true, THA=true, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 67.4 | |
| SEVALLTL=true, PLR=true, THA=true, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 67.4 | |
| SimProLTL=true, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 67.1 | |
| FlexMatchLTL=false, PLR=true, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 66.9 | |
| DASOLTL=true, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 65.7 | |
| ACRLTL=true, PLR=true, THA=true, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 65.6 | |
| FixMatchLTL=false, PLR=false, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 64 | |
| FreeMatchLTL=false, PLR=true, THA=true, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 63.5 | |
| SAWLTL=true, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 62.4 | |
| MetaExpertLTL=true, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 62.4 | |
| AdshLTL=false, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 60 | |
| DARPLTL=false, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 59.9 | |
| ABCLTL=true, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 58.1 | |
| CReST+LTL=true, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 56 | |
| LALTL=true, PLR=false, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 55.8 | |
| SimProLTL=true, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 55.3 | |
| SupervisedLTL=false, PLR=false, THA=false, n1=450, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 51.7 | |
| FlexMatchLTL=false, PLR=true, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 48.3 | |
| FixMatchLTL=false, PLR=false, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 47.6 | |
| LALTL=true, PLR=false, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 42 | |
| SupervisedLTL=false, PLR=false, THA=false, n1=150, M=100,000, gamma_X=20, gamma_U=unknown2024.07 | 39.4 |