| ==================================================================================================== |
| base A rm100 (dreamsim_log): 904agv1z -> ssno0hse -> kzbhi4nt | epochs 0..322 |
| configs: geneval_sd3_dreamsim_log: ds=0 gate=None fd=None rm=100 resume=None; geneval_sd3_dreamsim_log: ds=0 gate=None fd=None rm=100 resume=None; geneval_sd3_dreamsim_log: ds=0 gate=None fd=None rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.806 0.772 1.126 1.079 - - - - - |
| 30 0.843 0.836 1.168 1.145 - - - - - |
| 40 0.872 0.876 1.177 1.146 - - - - - |
| 50 0.888 0.873 1.175 1.113 - - - - - |
| 60 0.897 0.906 1.190 1.126 - - - - - |
| 80 0.921 0.913 1.218 1.136 - - - - - |
| 100 0.922 0.916 1.258 1.155 - - - - - |
| 130 0.938 0.912 1.254 1.147 0.292 0.311 - - - |
| 160 0.937 0.954 1.279 1.193 0.264 0.292 - - - |
| 200 0.942 0.935 1.292 1.212 0.306 0.320 - - - |
| 250 0.958 0.946 1.270 1.133 0.322 0.351 - - - |
| 300 0.953 0.956 1.309 1.196 0.253 0.286 - - - |
| peak GenEval(tr5) 0.973 at epoch 308; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 22 ImgR4.5 1.126 ImgR2 1.079 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 33 ImgR4.5 1.168 ImgR2 1.145 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 57 ImgR4.5 1.175 ImgR2 1.113 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 114 ImgR4.5 1.258 ImgR2 1.155 div(ev) - div(tr5) 0.311 FDr_inc - FDr_dino - |
| >= 0.95: ep 160 ImgR4.5 1.279 ImgR2 1.193 div(ev) 0.264 div(tr5) 0.292 FDr_inc - FDr_dino - |
| >= 0.96: ep 222 ImgR4.5 1.298 ImgR2 1.216 div(ev) 0.295 div(tr5) 0.321 FDr_inc - FDr_dino - |
| ==================================================================================================== |
| base B rm100 (rqchunk): b0d1uwzr -> 4s05ozqw -> l4gl7krs -> 1cd6fjqk -> 4wo884pq | epochs 0..530 |
| configs: rqchunk_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=100 resume=None; rqchunk_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=100 resume=None; rqchunk_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=100 resume=None; rqchunk_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=100 resume=None; rqchunk_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.814 0.783 1.093 0.964 - - - - - |
| 30 0.865 0.845 1.190 1.120 - - - - - |
| 40 0.883 0.895 1.240 1.199 - - - - - |
| 50 0.910 0.900 1.245 1.184 - - - - - |
| 60 0.924 0.915 1.230 1.104 - - - - - |
| 80 0.931 0.899 1.256 1.169 - - - - - |
| 100 0.945 0.945 1.194 1.084 - - - - - |
| 130 0.935 0.933 1.271 1.187 - - - - - |
| 160 0.960 0.966 1.228 1.109 - - - - - |
| 200 0.948 0.953 1.242 1.138 - - - - - |
| 250 0.941 0.961 1.267 1.176 - - - - - |
| 300 0.962 0.952 1.207 1.063 - - - - - |
| 400 0.971 0.970 1.263 1.148 - - - - - |
| 500 0.961 0.973 1.256 1.202 - - - - - |
| 530 0.867 0.926 0.817 0.821 - - - - - |
| peak GenEval(tr5) 0.981 at epoch 502; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 22 ImgR4.5 1.093 ImgR2 0.964 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 32 ImgR4.5 1.190 ImgR2 1.120 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 46 ImgR4.5 1.240 ImgR2 1.199 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 87 ImgR4.5 1.256 ImgR2 1.169 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.95: ep 103 ImgR4.5 1.194 ImgR2 1.084 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.96: ep 106 ImgR4.5 1.194 ImgR2 1.084 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| ==================================================================================================== |
| base C rm75 (rq): 1innojg2 -> ja3lr43m -> lwphc3i3 -> s6bitrsi -> lfz55ql0 | epochs 0..464 |
| configs: rq_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=75 resume=None; rq_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=75 resume=None; rq_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=75 resume=None; rq_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=75 resume=None; rq_geneval_kl_sd3_1152: ds=None gate=None fd=None rm=75 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.829 0.798 1.158 1.071 - - - - - |
| 30 0.843 0.813 1.212 1.169 - - - - - |
| 40 0.871 0.867 1.272 1.221 - - - - - |
| 50 0.899 0.870 1.230 1.136 - - - - - |
| 60 0.919 0.913 1.242 1.131 - - - - - |
| 80 0.936 0.900 1.251 1.073 - - - - - |
| 100 0.927 0.920 1.291 1.218 - - - - - |
| 130 0.943 0.927 1.257 1.106 - - - - - |
| 160 0.940 0.951 1.273 1.194 - - - - - |
| 200 0.951 0.938 1.292 1.190 - - - - - |
| 250 0.947 0.947 1.249 1.159 - - - - - |
| 300 0.961 0.949 1.280 1.187 - - - - - |
| 400 0.966 0.959 1.263 1.116 - - - - - |
| peak GenEval(tr5) 0.976 at epoch 391; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 18 ImgR4.5 1.062 ImgR2 0.906 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 37 ImgR4.5 1.212 ImgR2 1.169 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 54 ImgR4.5 1.230 ImgR2 1.136 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 86 ImgR4.5 1.251 ImgR2 1.073 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.95: ep 121 ImgR4.5 1.274 ImgR2 1.143 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.96: ep 295 ImgR4.5 1.270 ImgR2 1.182 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| ==================================================================================================== |
| base D fd3_kl_base (round 2): yqwgylg4 | epochs 0..60 |
| configs: geneval_sd3_fd3_kl_base: ds=0 gate=std fd=0 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.823 0.814 1.136 1.010 0.247 0.231 1.136 1.529 - |
| 30 0.860 0.837 1.174 1.109 0.209 0.222 1.854 2.377 - |
| 40 0.886 0.885 1.093 0.999 0.158 0.159 2.611 3.258 - |
| 50 0.889 0.886 1.141 1.078 0.156 0.198 3.337 4.051 - |
| 60 0.893 0.903 1.209 1.162 0.191 0.235 2.970 3.672 - |
| peak GenEval(tr5) 0.910 at epoch 59; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 17 ImgR4.5 1.075 ImgR2 0.914 div(ev) 0.345 div(tr5) 0.242 FDr_inc 0.873 FDr_dino 1.186 |
| >= 0.85: ep 23 ImgR4.5 1.136 ImgR2 1.010 div(ev) 0.247 div(tr5) 0.220 FDr_inc 1.384 FDr_dino 1.838 |
| >= 0.90: ep 59 ImgR4.5 1.141 ImgR2 1.078 div(ev) 0.156 div(tr5) 0.233 FDr_inc 3.006 FDr_dino 3.714 |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| base E fd3_kl_log (stage A): 84oezw3l | epochs 0..29 |
| configs: geneval_sd3_fd3_kl_log: ds=0 gate=std fd=0 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.812 0.771 1.153 1.041 0.287 0.300 0.905 1.072 - |
| peak GenEval(tr5) 0.829 at epoch 29; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 24 ImgR4.5 1.153 ImgR2 1.041 div(ev) 0.287 div(tr5) 0.310 FDr_inc 1.096 FDr_dino 1.277 |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| DS50 ungated: bnh7x0zp -> 37ruz480 | epochs 0..220 |
| configs: geneval_sd3_dreamsim: ds=50 gate=None fd=None rm=100 resume=None; geneval_sd3_dreamsim: ds=50 gate=None fd=None rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.770 0.601 0.963 0.603 - - - - - |
| 30 0.786 0.671 0.980 0.661 - - - - - |
| 40 0.814 0.710 1.039 0.771 - - - - - |
| 50 0.841 0.776 1.112 0.923 - - - - - |
| 60 0.868 0.846 1.094 0.924 - - - - - |
| 80 0.906 0.866 1.001 0.853 - - - - - |
| 100 0.912 0.856 1.023 0.833 - - - - - |
| 130 0.922 0.859 0.909 0.624 0.625 0.637 - - - |
| 160 0.918 0.826 0.415 -0.275 0.550 0.558 - - - |
| 200 0.914 0.859 0.978 0.717 0.504 0.501 - - - |
| peak GenEval(tr5) 0.911 at epoch 114; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 55 ImgR4.5 1.112 ImgR2 0.923 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 59 ImgR4.5 1.112 ImgR2 0.923 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 113 ImgR4.5 1.023 ImgR2 0.833 div(ev) - div(tr5) 0.571 FDr_inc - FDr_dino - |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| DS50 std gate from step60: bnh7x0zp -> d17chuh0 | epochs 0..168 |
| configs: geneval_sd3_dreamsim: ds=50 gate=None fd=None rm=100 resume=None; gate_std_from_step60: ds=50 gate=std fd=None rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.770 0.601 0.963 0.603 - - - - - |
| 30 0.786 0.671 0.980 0.661 - - - - - |
| 40 0.814 0.710 1.039 0.771 - - - - - |
| 50 0.841 0.776 1.112 0.923 - - - - - |
| 60 0.868 0.846 1.094 0.924 - - - - - |
| 80 0.914 0.886 1.180 1.080 0.447 0.449 - - 0.461 |
| 100 0.918 0.891 1.106 0.960 0.502 0.512 - - 0.597 |
| 130 0.926 0.906 1.202 1.083 0.471 0.473 - - 0.541 |
| 160 0.938 0.928 1.084 0.843 0.544 0.539 - - 0.596 |
| peak GenEval(tr5) 0.931 at epoch 162; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 55 ImgR4.5 1.112 ImgR2 0.923 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 59 ImgR4.5 1.112 ImgR2 0.923 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 79 ImgR4.5 1.094 ImgR2 0.946 div(ev) 0.474 div(tr5) 0.449 FDr_inc - FDr_dino - |
| >= 0.93: ep 145 ImgR4.5 1.187 ImgR2 1.069 div(ev) 0.489 div(tr5) 0.508 FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| DS50 solved gate from step60: bnh7x0zp -> w170jcbc | epochs 0..167 |
| configs: geneval_sd3_dreamsim: ds=50 gate=None fd=None rm=100 resume=None; gate_solved_from_step60: ds=50 gate=solved fd=None rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.770 0.601 0.963 0.603 - - - - - |
| 30 0.786 0.671 0.980 0.661 - - - - - |
| 40 0.814 0.710 1.039 0.771 - - - - - |
| 50 0.841 0.776 1.112 0.923 - - - - - |
| 60 0.868 0.846 1.094 0.924 - - - - - |
| 80 0.896 0.853 1.111 0.984 0.534 0.538 - - 0.863 |
| 100 0.910 0.885 1.090 0.921 0.547 0.548 - - 0.787 |
| 130 0.898 0.827 0.774 0.526 0.620 0.612 - - 0.917 |
| 160 0.912 0.897 0.995 0.743 0.540 0.532 - - 0.804 |
| peak GenEval(tr5) 0.900 at epoch 161; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 55 ImgR4.5 1.112 ImgR2 0.923 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 59 ImgR4.5 1.112 ImgR2 0.923 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| DS50 ensemble (jj): 1q0x37wd -> 00pn0fkx | epochs 0..157 |
| configs: geneval-dreamsim-jj-w50-ensemble-logall: ds=50 gate=None fd=None rm=100 resume=None; geneval-dreamsim-jj-w50-ensemble-logall: ds=50 gate=None fd=None rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.775 0.653 0.945 0.603 0.515 0.504 - - - |
| 30 0.807 0.729 1.052 0.814 0.470 0.483 - - - |
| 40 0.848 0.783 1.141 0.921 0.446 0.458 - - - |
| 50 0.886 0.834 1.168 0.989 0.419 0.420 - - - |
| 60 0.897 0.817 1.114 0.872 0.465 0.513 - - - |
| 80 0.897 - 1.114 0.872 0.465 - - - - |
| 100 0.918 0.869 1.077 0.883 0.511 0.530 - - - |
| 130 0.924 0.860 0.987 0.665 0.590 0.579 - - - |
| peak GenEval(tr5) 0.916 at epoch 114; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 44 ImgR4.5 1.141 ImgR2 0.921 div(ev) 0.446 div(tr5) 0.448 FDr_inc - FDr_dino - |
| >= 0.85: ep 97 ImgR4.5 1.114 ImgR2 0.872 div(ev) 0.465 div(tr5) 0.539 FDr_inc - FDr_dino - |
| >= 0.90: ep 105 ImgR4.5 1.077 ImgR2 0.883 div(ev) 0.511 div(tr5) 0.508 FDr_inc - FDr_dino - |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| DS50 openclip (jj): jsdc9rsj -> k11jp2hw | epochs 0..158 |
| configs: geneval-dreamsim-jj-w50-openclip-logall: ds=50 gate=None fd=None rm=100 resume=None; geneval-dreamsim-jj-w50-openclip-logall: ds=50 gate=None fd=None rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.784 0.661 1.044 0.761 0.451 0.487 - - - |
| 30 0.836 0.798 1.119 0.978 0.366 0.362 - - - |
| 40 0.879 0.825 1.147 1.030 0.352 0.413 - - - |
| 50 0.883 0.768 1.063 0.876 0.438 0.500 - - - |
| 60 0.877 0.801 1.056 0.814 0.506 0.536 - - - |
| 80 0.892 0.825 1.102 0.879 0.544 0.554 - - - |
| 100 0.899 0.842 1.080 0.799 0.530 0.537 - - - |
| 130 0.934 0.869 0.982 0.698 0.522 0.526 - - - |
| peak GenEval(tr5) 0.906 at epoch 158; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 31 ImgR4.5 1.119 ImgR2 0.978 div(ev) 0.366 div(tr5) 0.368 FDr_inc - FDr_dino - |
| >= 0.85: ep 85 ImgR4.5 1.102 ImgR2 0.879 div(ev) 0.544 div(tr5) 0.549 FDr_inc - FDr_dino - |
| >= 0.90: ep 121 ImgR4.5 1.072 ImgR2 0.862 div(ev) 0.482 div(tr5) 0.488 FDr_inc - FDr_dino - |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| DS28 std (stage A iii): yc40y2aw | epochs 0..29 |
| configs: geneval_sd3_fd3_kl_dreamsim28_log: ds=28 gate=std fd=0 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.796 0.732 1.085 0.902 0.421 0.415 0.683 0.781 0.641 |
| peak GenEval(tr5) 0.813 at epoch 29; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 27 ImgR4.5 1.085 ImgR2 0.902 div(ev) 0.421 div(tr5) 0.395 FDr_inc 1.075 FDr_dino 1.205 |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| KL0 DS0 (stage A i): o1j0thj8 | epochs 0..29 |
| configs: geneval_sd3_fd3_log: ds=0 gate=std fd=0 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.767 0.740 1.063 1.087 0.220 0.209 1.144 1.496 - |
| peak GenEval(tr5) 0.826 at epoch 29; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 25 ImgR4.5 1.063 ImgR2 1.087 div(ev) 0.220 div(tr5) 0.174 FDr_inc 1.686 FDr_dino 2.245 |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (i) phi.15: q7fayt3b | epochs 0..48 |
| configs: geneval_sd3_fd3_phi015: ds=0 gate=std fd=0.05847 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.812 0.788 1.071 1.024 0.208 0.200 1.312 1.816 - |
| 30 0.801 0.750 1.031 1.035 0.192 0.229 2.073 2.682 - |
| 40 0.781 0.766 1.038 1.036 0.193 0.174 2.331 2.762 - |
| peak GenEval(tr5) 0.810 at epoch 22; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 18 ImgR4.5 1.022 ImgR2 0.869 div(ev) 0.320 div(tr5) 0.209 FDr_inc 1.135 FDr_dino 1.552 |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (i) phi.30: f5r8e8gd | epochs 0..48 |
| configs: geneval_sd3_fd3_phi030: ds=0 gate=std fd=0.1169 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.771 0.638 1.132 1.008 0.397 0.416 0.892 1.016 - |
| 30 0.772 0.691 1.169 1.032 0.399 0.409 1.339 1.300 - |
| 40 0.775 0.402 1.059 0.670 0.437 0.424 1.995 1.550 - |
| peak GenEval(tr5) 0.727 at epoch 12; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: not reached |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (i) phi.60: z5k2hh6h | epochs 0..46 |
| configs: geneval_sd3_fd3_phi060: ds=0 gate=std fd=0.2339 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.779 0.706 1.162 1.069 0.352 0.359 0.770 0.821 - |
| 30 0.800 0.638 1.091 0.904 0.373 0.405 1.025 1.015 - |
| 40 0.786 0.659 1.157 1.018 0.385 0.425 1.167 1.164 - |
| peak GenEval(tr5) 0.735 at epoch 16; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: not reached |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (ii) phi.15: euhqesd1 -> 98qz9tr4 | epochs 0..138 |
| configs: geneval_sd3_fd3_kl_phi015: ds=0 gate=std fd=0.06939 rm=100 resume=None; geneval_sd3_fd3_kl_phi015: ds=0 gate=std fd=0.06939 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.806 0.773 1.143 1.038 0.269 0.278 0.922 1.137 - |
| 30 0.830 0.780 1.210 1.134 0.285 0.327 1.372 1.625 - |
| 40 0.842 0.821 1.242 1.144 0.293 0.327 1.473 1.539 - |
| 50 0.886 0.850 1.250 1.132 0.272 0.300 1.584 1.632 - |
| 60 0.887 0.877 1.254 1.139 0.306 0.368 1.698 1.678 - |
| 80 0.908 0.880 1.248 1.113 0.364 0.387 1.600 1.535 - |
| 100 0.915 0.896 1.226 1.062 0.340 0.357 1.759 1.903 - |
| 130 0.907 0.907 1.260 1.184 0.304 0.329 1.950 1.865 - |
| peak GenEval(tr5) 0.941 at epoch 138; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 22 ImgR4.5 1.143 ImgR2 1.038 div(ev) 0.269 div(tr5) 0.275 FDr_inc 1.032 FDr_dino 1.280 |
| >= 0.85: ep 47 ImgR4.5 1.242 ImgR2 1.144 div(ev) 0.293 div(tr5) 0.302 FDr_inc 1.536 FDr_dino 1.579 |
| >= 0.90: ep 85 ImgR4.5 1.248 ImgR2 1.113 div(ev) 0.364 div(tr5) 0.365 FDr_inc 1.609 FDr_dino 1.585 |
| >= 0.93: ep 137 ImgR4.5 1.260 ImgR2 1.184 div(ev) 0.304 div(tr5) 0.308 FDr_inc 2.030 FDr_dino 1.977 |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (ii) phi.30: n7uj40y1 -> x3g9412d -> yw3pgeg7 | epochs 0..138 |
| configs: geneval_sd3_fd3_kl_phi030: ds=0 gate=std fd=0.1388 rm=100 resume=None; geneval_sd3_fd3_kl_phi030: ds=0 gate=std fd=0.1388 rm=100 resume=None; geneval_sd3_fd3_kl_phi030: ds=0 gate=std fd=0.1388 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.815 0.756 1.170 1.041 0.338 0.365 0.733 0.817 - |
| 30 0.827 0.742 1.188 1.036 0.369 0.431 0.946 0.945 - |
| 40 0.852 0.822 1.204 1.083 0.360 0.373 1.161 1.105 - |
| 50 0.854 0.784 1.209 1.080 0.388 0.436 1.202 1.195 - |
| 60 0.877 0.843 1.203 1.039 0.384 0.395 1.147 1.158 - |
| 80 0.894 0.854 1.226 1.046 0.347 0.383 1.381 1.370 - |
| 100 0.870 0.824 1.221 1.026 0.401 0.419 1.387 1.387 - |
| 130 0.912 0.867 1.174 1.049 0.335 0.384 1.348 1.386 - |
| peak GenEval(tr5) 0.886 at epoch 87; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 37 ImgR4.5 1.188 ImgR2 1.036 div(ev) 0.369 div(tr5) 0.390 FDr_inc 1.090 FDr_dino 1.043 |
| >= 0.85: ep 65 ImgR4.5 1.203 ImgR2 1.039 div(ev) 0.384 div(tr5) 0.361 FDr_inc 1.174 FDr_dino 1.185 |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (ii) phi.60: gcbsd92d | epochs 0..53 |
| configs: geneval_sd3_fd3_kl_phi060: ds=0 gate=std fd=0.2776 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.776 0.630 1.103 0.893 0.416 0.470 0.597 0.606 - |
| 30 0.786 0.608 1.072 0.800 0.445 0.474 0.682 0.687 - |
| 40 0.795 0.711 1.175 0.994 0.410 0.407 0.721 0.712 - |
| 50 0.843 0.764 1.179 1.035 0.404 0.424 0.902 0.927 - |
| peak GenEval(tr5) 0.793 at epoch 47; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: not reached |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (iii) DS28 phi.15: uv8j7ctg -> stnhrqkr | epochs 0..130 |
| configs: geneval_sd3_fd3_kl_dreamsim28_phi015: ds=28 gate=std fd=0.06155 rm=100 resume=None; geneval_sd3_fd3_kl_dreamsim28_phi015: ds=28 gate=std fd=0.06155 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.787 0.693 1.114 0.947 0.412 0.440 0.672 0.733 0.685 |
| 30 0.808 0.735 1.135 0.953 0.410 0.445 0.922 0.966 0.675 |
| 40 0.825 0.800 1.182 1.063 0.400 0.402 1.035 1.069 0.640 |
| 50 0.861 0.846 1.204 1.093 0.364 0.363 1.266 1.286 0.552 |
| 60 0.906 0.849 1.185 1.022 0.348 0.387 1.521 1.485 0.642 |
| 80 0.898 0.850 1.200 1.029 0.415 0.451 1.658 1.513 0.613 |
| 100 0.918 0.898 1.177 1.029 0.415 0.454 1.599 1.663 0.606 |
| 130 0.904 0.871 1.176 0.990 0.408 0.432 1.693 1.693 0.589 |
| peak GenEval(tr5) 0.917 at epoch 124; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 44 ImgR4.5 1.182 ImgR2 1.063 div(ev) 0.400 div(tr5) 0.383 FDr_inc 1.122 FDr_dino 1.138 |
| >= 0.85: ep 52 ImgR4.5 1.204 ImgR2 1.093 div(ev) 0.364 div(tr5) 0.360 FDr_inc 1.329 FDr_dino 1.339 |
| >= 0.90: ep 113 ImgR4.5 1.154 ImgR2 1.012 div(ev) 0.379 div(tr5) 0.395 FDr_inc 1.640 FDr_dino 1.685 |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (iii) DS28 phi.30: awxpj4ac | epochs 0..42 |
| configs: geneval_sd3_fd3_kl_dreamsim28_phi030: ds=28 gate=std fd=0.1231 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.794 0.690 1.119 0.952 0.391 0.430 0.656 0.705 0.664 |
| 30 0.793 0.623 1.156 0.917 0.478 0.518 0.778 0.808 0.733 |
| 40 0.805 0.702 1.180 0.988 0.441 0.441 0.832 0.816 0.689 |
| peak GenEval(tr5) 0.743 at epoch 16; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: not reached |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| (iii) DS28 phi.60: f8xxpt8l | epochs 0..48 |
| configs: geneval_sd3_fd3_kl_dreamsim28_phi060: ds=28 gate=std fd=0.2462 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.763 0.649 1.083 0.881 0.440 0.461 0.495 0.498 0.713 |
| 30 0.777 0.600 1.045 0.678 0.470 0.516 0.659 0.658 0.746 |
| 40 0.783 0.677 1.137 0.956 0.438 0.432 0.799 0.769 0.666 |
| peak GenEval(tr5) 0.718 at epoch 46; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: not reached |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| R2-1 DS14 phi.15: buvbw2tn | epochs 0..59 |
| configs: geneval_sd3_fd3_kl_dreamsim14_phi015: ds=14 gate=std fd=0.06523 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.797 0.699 1.110 0.942 0.405 0.446 0.720 0.802 0.684 |
| 30 0.831 0.769 1.163 1.030 0.383 0.381 1.053 1.127 0.654 |
| 40 0.842 0.808 1.249 1.172 0.316 0.333 1.334 1.464 0.577 |
| 50 0.858 0.821 1.221 1.123 0.330 0.363 1.489 1.541 0.565 |
| peak GenEval(tr5) 0.845 at epoch 59; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 33 ImgR4.5 1.163 ImgR2 1.030 div(ev) 0.383 div(tr5) 0.352 FDr_inc 1.149 FDr_dino 1.250 |
| >= 0.85: not reached |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| R2-2 DS14 phi.15 rm150: xj4be9qu -> 6iyl28ij | epochs 0..58 |
| configs: geneval_sd3_fd3_kl_dreamsim14_phi015_rm150: ds=14 gate=std fd=0.06523 rm=150 resume=None; geneval_sd3_fd3_kl_dreamsim14_phi015_rm150: ds=14 gate=std fd=0.06523 rm=150 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.806 0.786 1.164 1.033 0.298 0.280 0.828 0.944 0.563 |
| 30 0.843 0.825 1.210 1.144 0.265 0.274 1.407 1.446 0.525 |
| 40 0.872 0.846 1.196 1.106 0.259 0.285 1.794 1.792 0.575 |
| 50 0.894 0.827 1.181 1.027 0.302 0.339 1.826 1.765 0.596 |
| peak GenEval(tr5) 0.866 at epoch 58; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 22 ImgR4.5 1.164 ImgR2 1.033 div(ev) 0.298 div(tr5) 0.271 FDr_inc 0.932 FDr_dino 1.051 |
| >= 0.85: ep 56 ImgR4.5 1.181 ImgR2 1.027 div(ev) 0.302 div(tr5) 0.355 FDr_inc 1.836 FDr_dino 1.762 |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| R2-3 DS0 phi.15 rm150: aniwcamz | epochs 0..59 |
| configs: geneval_sd3_fd3_kl_phi015_rm150: ds=0 gate=std fd=0.06939 rm=150 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.803 0.764 1.155 1.036 0.328 0.359 0.855 1.050 - |
| 30 0.834 0.804 1.224 1.144 0.350 0.389 1.249 1.476 - |
| 40 0.867 0.858 1.220 1.126 0.325 0.330 1.432 1.672 - |
| 50 0.872 0.855 1.237 1.140 0.309 0.329 1.613 1.718 - |
| peak GenEval(tr5) 0.881 at epoch 59; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 30 ImgR4.5 1.224 ImgR2 1.144 div(ev) 0.350 div(tr5) 0.389 FDr_inc 1.249 FDr_dino 1.476 |
| >= 0.85: ep 37 ImgR4.5 1.224 ImgR2 1.144 div(ev) 0.350 div(tr5) 0.335 FDr_inc 1.377 FDr_dino 1.618 |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| R2-4 DS14 phi.20: n1ardb6p | epochs 0..59 |
| configs: geneval_sd3_fd3_kl_dreamsim14_phi020: ds=14 gate=std fd=0.08698 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.800 0.758 1.154 1.052 0.330 0.323 0.687 0.725 0.619 |
| 30 0.849 0.814 1.211 1.090 0.313 0.324 1.183 1.198 0.586 |
| 40 0.890 0.812 1.203 1.050 0.339 0.376 1.454 1.436 0.669 |
| 50 0.887 0.803 1.241 1.080 0.362 0.418 1.386 1.388 0.657 |
| peak GenEval(tr5) 0.860 at epoch 59; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 29 ImgR4.5 1.154 ImgR2 1.052 div(ev) 0.330 div(tr5) 0.324 FDr_inc 1.140 FDr_dino 1.156 |
| >= 0.85: ep 59 ImgR4.5 1.241 ImgR2 1.080 div(ev) 0.362 div(tr5) 0.423 FDr_inc 1.322 FDr_dino 1.315 |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| R2-5 DS28 phi.15 rm150: lmmqiscc | epochs 0..58 |
| configs: geneval_sd3_fd3_kl_dreamsim28_phi015_rm150: ds=28 gate=std fd=0.06155 rm=150 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.796 0.718 1.153 1.036 0.374 0.414 0.734 0.789 0.630 |
| 30 0.838 0.774 1.183 1.027 0.416 0.438 0.986 1.055 0.615 |
| 40 0.855 0.843 1.231 1.122 0.413 0.400 1.209 1.281 0.612 |
| 50 0.877 0.846 1.254 1.171 0.378 0.377 1.367 1.429 0.560 |
| peak GenEval(tr5) 0.896 at epoch 57; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 34 ImgR4.5 1.183 ImgR2 1.027 div(ev) 0.416 div(tr5) 0.433 FDr_inc 1.104 FDr_dino 1.165 |
| >= 0.85: ep 52 ImgR4.5 1.254 ImgR2 1.171 div(ev) 0.378 div(tr5) 0.372 FDr_inc 1.434 FDr_dino 1.479 |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| R2-6 DS14 phi.10: wxqcs480 | epochs 0..59 |
| configs: geneval_sd3_fd3_kl_dreamsim14_phi010: ds=14 gate=std fd=0.04349 rm=100 resume=None |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.825 0.806 1.156 1.043 0.323 0.302 0.930 1.147 0.579 |
| 30 0.860 0.823 1.207 1.096 0.326 0.343 1.377 1.610 0.587 |
| 40 0.875 0.867 1.218 1.101 0.335 0.334 1.575 1.654 0.589 |
| 50 0.880 0.854 1.235 1.156 0.316 0.321 1.739 1.725 0.550 |
| peak GenEval(tr5) 0.879 at epoch 57; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 18 ImgR4.5 1.048 ImgR2 0.878 div(ev) 0.395 div(tr5) 0.306 FDr_inc 0.816 FDr_dino 0.995 |
| >= 0.85: ep 37 ImgR4.5 1.207 ImgR2 1.096 div(ev) 0.326 div(tr5) 0.347 FDr_inc 1.513 FDr_dino 1.644 |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo w0 (base): uh6jed9q -> jjjmp32k | epochs 0..106 |
| configs: geneval-dreamsim-w0-1679978: ds=None gate=None fd=None rm=100 resume=None; geneval-dreamsim-w0-resume50-1687057: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: train/abs_advantages/diversity, train/diversity/advantage_std, train/diversity/per_prompt_std, train/diversity/reward_std, train/diversity/seconds, train/diversity/weight, train/rewards/diversity |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.827 0.786 1.115 0.996 - - - - - |
| 30 0.869 0.851 1.194 1.121 - - - - - |
| 40 0.881 0.883 1.201 1.125 - - - - - |
| 50 0.904 0.890 1.224 1.139 - - - - - |
| 60 0.912 0.920 1.218 1.134 - - - - - |
| 80 0.945 0.937 1.207 1.095 - - - - - |
| 100 0.942 0.931 1.193 1.059 - - - - - |
| peak GenEval(tr5) 0.948 at epoch 79; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 22 ImgR4.5 1.115 ImgR2 0.996 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 30 ImgR4.5 1.194 ImgR2 1.121 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 53 ImgR4.5 1.224 ImgR2 1.139 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 77 ImgR4.5 1.227 ImgR2 1.131 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo w1: iptyfkp8 -> kot6rafc | epochs 0..107 |
| configs: geneval-dreamsim-w1-1679979: ds=None gate=None fd=None rm=100 resume=None; geneval-dreamsim-w1-resume50-1687058: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: train/abs_advantages/diversity, train/diversity/advantage_std, train/diversity/per_prompt_std, train/diversity/reward_std, train/diversity/seconds, train/diversity/weight, train/rewards/diversity |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.825 0.781 1.143 1.062 - - - - - |
| 30 0.876 0.857 1.175 1.102 - - - - - |
| 40 0.904 0.888 1.187 1.112 - - - - - |
| 50 0.915 0.899 1.199 1.130 - - - - - |
| 60 0.920 0.909 1.220 1.098 - - - - - |
| 80 0.929 0.927 1.230 1.131 - - - - - |
| 100 0.937 0.950 1.219 1.124 - - - - - |
| peak GenEval(tr5) 0.963 at epoch 107; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 22 ImgR4.5 1.143 ImgR2 1.062 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 29 ImgR4.5 1.143 ImgR2 1.062 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 46 ImgR4.5 1.187 ImgR2 1.112 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 79 ImgR4.5 1.218 ImgR2 1.069 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.95: ep 87 ImgR4.5 1.230 ImgR2 1.131 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.96: ep 107 ImgR4.5 1.219 ImgR2 1.124 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| ==================================================================================================== |
| romeo w5: 5hlndmeb -> 46cjembo | epochs 0..108 |
| configs: geneval-dreamsim-w5-1679980: ds=None gate=None fd=None rm=100 resume=None; geneval-dreamsim-w5-resume50-1687059: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: train/abs_advantages/diversity, train/diversity/advantage_std, train/diversity/per_prompt_std, train/diversity/reward_std, train/diversity/seconds, train/diversity/weight, train/rewards/diversity |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.779 0.691 1.094 0.869 - - - - - |
| 30 0.825 0.752 1.085 0.893 - - - - - |
| 40 0.854 0.831 1.159 1.055 - - - - - |
| 50 0.885 0.829 1.152 1.038 - - - - - |
| 60 0.899 0.860 1.136 0.974 - - - - - |
| 80 0.923 0.892 1.149 1.011 - - - - - |
| 100 0.925 0.872 1.068 0.896 - - - - - |
| peak GenEval(tr5) 0.908 at epoch 108; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 36 ImgR4.5 1.085 ImgR2 0.893 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 59 ImgR4.5 1.152 ImgR2 1.038 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 79 ImgR4.5 1.143 ImgR2 1.006 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo w10: h1ya69fh -> 4js1cfzp | epochs 0..108 |
| configs: geneval-dreamsim-w10-1679981: ds=None gate=None fd=None rm=100 resume=None; geneval-dreamsim-w10-resume50-1687060: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: train/abs_advantages/diversity, train/diversity/advantage_std, train/diversity/per_prompt_std, train/diversity/reward_std, train/diversity/seconds, train/diversity/weight, train/rewards/diversity |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.735 0.605 0.986 0.593 - - - - - |
| 30 0.779 0.666 1.017 0.688 - - - - - |
| 40 0.823 0.756 1.056 0.806 - - - - - |
| 50 0.866 0.800 1.000 0.839 - - - - - |
| 60 0.885 0.863 1.027 0.863 - - - - - |
| 80 0.892 0.810 0.923 0.649 - - - - - |
| 100 0.898 0.827 0.816 0.410 - - - - - |
| peak GenEval(tr5) 0.882 at epoch 87; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 46 ImgR4.5 1.056 ImgR2 0.806 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 59 ImgR4.5 1.000 ImgR2 0.839 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w3: vfjj8wb2 | epochs 0..57 |
| configs: geneval-dreamsim-dino-w3-allmetrics-1698586: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/diversity/clip_vitb32, eval/cfg_1/diversity/dino_vitb16_patch, eval/cfg_1/diversity/ensemble, eval/cfg_1/diversity/open_clip_vitb32, eval/cfg_2/diversity/clip_vitb32, eval/cfg_2/diversity/dino_vitb16_patch, eval/cfg_2/diversity/ensemble, eval/cfg_2/diversity/open_clip_vitb32, eval/cfg_3/diversity/clip_vitb32, eval/cfg_3/diversity/dino_vitb16_patch, eval/cfg_3/diversity/ensemble, eval/cfg_3/diversity/open_clip_vitb32, eval/cfg_4.5/diversity/clip_vitb32, eval/cfg_4.5/diversity/dino_vitb16_patch, eval/cfg_4.5/diversity/ensemble, eval/cfg_4.5/diversity/open_clip_vitb32, train/abs_advant |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.826 0.778 1.183 1.023 - - - - - |
| 30 0.858 0.844 1.247 1.142 - - - - - |
| 40 0.891 0.892 1.233 1.143 - - - - - |
| 50 0.904 0.882 1.234 1.123 - - - - - |
| peak GenEval(tr5) 0.902 at epoch 57; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 23 ImgR4.5 1.183 ImgR2 1.023 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 33 ImgR4.5 1.247 ImgR2 1.142 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 57 ImgR4.5 1.234 ImgR2 1.123 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w4: qqeq8da6 | epochs 0..57 |
| configs: geneval-dreamsim-dino-w4-allmetrics-1703969: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/diversity/clip_vitb32, eval/cfg_1/diversity/dino_vitb16_patch, eval/cfg_1/diversity/ensemble, eval/cfg_1/diversity/open_clip_vitb32, eval/cfg_2/diversity/clip_vitb32, eval/cfg_2/diversity/dino_vitb16_patch, eval/cfg_2/diversity/ensemble, eval/cfg_2/diversity/open_clip_vitb32, eval/cfg_3/diversity/clip_vitb32, eval/cfg_3/diversity/dino_vitb16_patch, eval/cfg_3/diversity/ensemble, eval/cfg_3/diversity/open_clip_vitb32, eval/cfg_4.5/diversity/clip_vitb32, eval/cfg_4.5/diversity/dino_vitb16_patch, eval/cfg_4.5/diversity/ensemble, eval/cfg_4.5/diversity/open_clip_vitb32, train/abs_advant |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.801 0.746 1.149 0.991 - - - - - |
| 30 0.844 0.804 1.191 1.024 - - - - - |
| 40 0.881 0.863 1.191 1.078 - - - - - |
| 50 0.909 0.887 1.198 1.081 - - - - - |
| peak GenEval(tr5) 0.901 at epoch 57; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 30 ImgR4.5 1.191 ImgR2 1.024 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 39 ImgR4.5 1.191 ImgR2 1.024 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 57 ImgR4.5 1.198 ImgR2 1.081 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w3 from50: hluu1w6m | epochs 0..108 |
| configs: geneval-dreamsim-dino-w3-from-step50-allmetrics-1702294: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/diversity/clip_vitb32, eval/cfg_1/diversity/dino_vitb16_patch, eval/cfg_1/diversity/ensemble, eval/cfg_1/diversity/open_clip_vitb32, eval/cfg_2/diversity/clip_vitb32, eval/cfg_2/diversity/dino_vitb16_patch, eval/cfg_2/diversity/ensemble, eval/cfg_2/diversity/open_clip_vitb32, eval/cfg_3/diversity/clip_vitb32, eval/cfg_3/diversity/dino_vitb16_patch, eval/cfg_3/diversity/ensemble, eval/cfg_3/diversity/open_clip_vitb32, eval/cfg_4.5/diversity/clip_vitb32, eval/cfg_4.5/diversity/dino_vitb16_patch, eval/cfg_4.5/diversity/ensemble, eval/cfg_4.5/diversity/open_clip_vitb32, train/abs_advant |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - 0.879 - - - - - - - |
| 60 0.925 0.919 1.207 1.105 - - - - - |
| 80 0.932 0.910 1.227 1.094 - - - - - |
| 100 0.943 0.920 1.199 1.039 - - - - - |
| peak GenEval(tr5) 0.933 at epoch 87; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 50 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 50 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 57 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 86 ImgR4.5 1.227 ImgR2 1.094 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w4 from50: jfb8baxx | epochs 0..60 |
| configs: geneval-dreamsim-dino-w4-from-step50-allmetrics-1723246: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - 0.872 - - - 0.366 - - - |
| 60 0.916 0.910 1.212 1.102 - 0.349 - - - |
| peak GenEval(tr5) 0.912 at epoch 59; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 50 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.366 FDr_inc - FDr_dino - |
| >= 0.85: ep 50 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.366 FDr_inc - FDr_dino - |
| >= 0.90: ep 56 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.361 FDr_inc - FDr_dino - |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w4 from60: 52i1j8uj | epochs 0..117 |
| configs: geneval-dreamsim-dino-w4-from-step60-allmetrics-1727161: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - - - - - - - - - |
| 60 - 0.886 - - - 0.346 - - - |
| 80 0.925 0.894 1.202 1.058 - 0.435 - - - |
| 100 0.938 0.924 1.198 1.053 - 0.415 - - - |
| peak GenEval(tr5) 0.940 at epoch 106; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 60 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.346 FDr_inc - FDr_dino - |
| >= 0.85: ep 60 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.346 FDr_inc - FDr_dino - |
| >= 0.90: ep 64 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.352 FDr_inc - FDr_dino - |
| >= 0.93: ep 103 ImgR4.5 1.198 ImgR2 1.053 div(ev) - div(tr5) 0.406 FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w3 from100: 4zdgyl64 | epochs 0..158 |
| configs: geneval-dreamsim-dino-w3-from-step100-allmetrics-1719299: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - - - - - - - - - |
| 60 - - - - - - - - - |
| 80 - - - - - - - - - |
| 100 - 0.918 - - - 0.439 - - - |
| 130 0.950 0.924 1.260 1.110 - 0.401 - - - |
| peak GenEval(tr5) 0.950 at epoch 145; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 100 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.439 FDr_inc - FDr_dino - |
| >= 0.85: ep 100 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.439 FDr_inc - FDr_dino - |
| >= 0.90: ep 100 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.439 FDr_inc - FDr_dino - |
| >= 0.93: ep 107 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.435 FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w5 resume100: m6pr634r | epochs 0..156 |
| configs: geneval-dreamsim-dino-w5-resume100-allmetrics-1698584: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/diversity/clip_vitb32, eval/cfg_1/diversity/dino_vitb16_patch, eval/cfg_1/diversity/ensemble, eval/cfg_1/diversity/open_clip_vitb32, eval/cfg_2/diversity/clip_vitb32, eval/cfg_2/diversity/dino_vitb16_patch, eval/cfg_2/diversity/ensemble, eval/cfg_2/diversity/open_clip_vitb32, eval/cfg_3/diversity/clip_vitb32, eval/cfg_3/diversity/dino_vitb16_patch, eval/cfg_3/diversity/ensemble, eval/cfg_3/diversity/open_clip_vitb32, eval/cfg_4.5/diversity/clip_vitb32, eval/cfg_4.5/diversity/dino_vitb16_patch, eval/cfg_4.5/diversity/ensemble, eval/cfg_4.5/diversity/open_clip_vitb32, train/abs_advant |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - - - - - - - - - |
| 60 - - - - - - - - - |
| 80 - - - - - - - - - |
| 100 - 0.854 - - - - - - - |
| 130 0.943 0.918 1.082 0.878 - - - - - |
| peak GenEval(tr5) 0.944 at epoch 121; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 100 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 100 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 107 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 113 ImgR4.5 1.112 ImgR2 0.965 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w3 from150: tnege85w | epochs 0..207 |
| configs: geneval-dreamsim-dino-w3-from-step150-allmetrics-1727162: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - - - - - - - - - |
| 60 - - - - - - - - - |
| 80 - - - - - - - - - |
| 100 - - - - - - - - - |
| 130 - - - - - - - - - |
| 160 0.951 0.945 1.258 1.120 - 0.403 - - - |
| 200 0.950 0.924 1.136 0.826 - 0.456 - - - |
| peak GenEval(tr5) 0.955 at epoch 183; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 150 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.341 FDr_inc - FDr_dino - |
| >= 0.85: ep 150 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.341 FDr_inc - FDr_dino - |
| >= 0.90: ep 150 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.341 FDr_inc - FDr_dino - |
| >= 0.93: ep 151 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.352 FDr_inc - FDr_dino - |
| >= 0.95: ep 181 ImgR4.5 1.224 ImgR2 1.136 div(ev) - div(tr5) 0.409 FDr_inc - FDr_dino - |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo dino w5 from150: dii0rffx | epochs 0..207 |
| configs: geneval-dreamsim-dino-w5-from-step150-allmetrics-1702293: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/diversity/clip_vitb32, eval/cfg_1/diversity/dino_vitb16_patch, eval/cfg_1/diversity/ensemble, eval/cfg_1/diversity/open_clip_vitb32, eval/cfg_2/diversity/clip_vitb32, eval/cfg_2/diversity/dino_vitb16_patch, eval/cfg_2/diversity/ensemble, eval/cfg_2/diversity/open_clip_vitb32, eval/cfg_3/diversity/clip_vitb32, eval/cfg_3/diversity/dino_vitb16_patch, eval/cfg_3/diversity/ensemble, eval/cfg_3/diversity/open_clip_vitb32, eval/cfg_4.5/diversity/clip_vitb32, eval/cfg_4.5/diversity/dino_vitb16_patch, eval/cfg_4.5/diversity/ensemble, eval/cfg_4.5/diversity/open_clip_vitb32, train/abs_advant |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - - - - - - - - - |
| 60 - - - - - - - - - |
| 80 - - - - - - - - - |
| 100 - - - - - - - - - |
| 130 - - - - - - - - - |
| 160 0.921 0.892 1.140 0.894 - - - - - |
| 200 0.928 0.928 1.220 1.071 - - - - - |
| peak GenEval(tr5) 0.941 at epoch 183; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 150 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 150 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 163 ImgR4.5 1.140 ImgR2 0.894 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 174 ImgR4.5 1.127 ImgR2 0.961 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo ens w3 from50: 7dtaxbxb | epochs 0..107 |
| configs: geneval-dreamsim-ensemble-w3-from-step50-allmetrics-1702295: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/diversity/clip_vitb32, eval/cfg_1/diversity/dino_vitb16_patch, eval/cfg_1/diversity/ensemble, eval/cfg_1/diversity/open_clip_vitb32, eval/cfg_2/diversity/clip_vitb32, eval/cfg_2/diversity/dino_vitb16_patch, eval/cfg_2/diversity/ensemble, eval/cfg_2/diversity/open_clip_vitb32, eval/cfg_3/diversity/clip_vitb32, eval/cfg_3/diversity/dino_vitb16_patch, eval/cfg_3/diversity/ensemble, eval/cfg_3/diversity/open_clip_vitb32, eval/cfg_4.5/diversity/clip_vitb32, eval/cfg_4.5/diversity/dino_vitb16_patch, eval/cfg_4.5/diversity/ensemble, eval/cfg_4.5/diversity/open_clip_vitb32, train/abs_advant |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - 0.887 - - - - - - - |
| 60 0.931 0.901 1.231 1.095 - - - - - |
| 80 0.941 0.919 1.225 1.063 - - - - - |
| 100 0.939 0.939 1.276 1.175 - - - - - |
| peak GenEval(tr5) 0.941 at epoch 99; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 50 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.85: ep 50 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.90: ep 51 ImgR4.5 - ImgR2 - div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.93: ep 76 ImgR4.5 1.244 ImgR2 1.115 div(ev) - div(tr5) - FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo ens w4 from50: zopipat7 | epochs 0..107 |
| configs: geneval-dreamsim-ensemble-w4-from-step50-allmetrics-1719301: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - 0.871 - - - 0.367 - - - |
| 60 0.910 0.898 1.201 1.084 - 0.345 - - - |
| 80 0.923 0.897 1.206 1.079 - 0.419 - - - |
| 100 0.940 0.922 1.210 1.098 - 0.394 - - - |
| peak GenEval(tr5) 0.942 at epoch 107; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 50 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.367 FDr_inc - FDr_dino - |
| >= 0.85: ep 50 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.367 FDr_inc - FDr_dino - |
| >= 0.90: ep 65 ImgR4.5 1.201 ImgR2 1.084 div(ev) - div(tr5) 0.358 FDr_inc - FDr_dino - |
| >= 0.93: ep 87 ImgR4.5 1.206 ImgR2 1.079 div(ev) - div(tr5) 0.386 FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo ens w4 from100: memj147x | epochs 0..158 |
| configs: geneval-dreamsim-ensemble-w4-from-step100-allmetrics-1727163: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 - - - - - - - - - |
| 30 - - - - - - - - - |
| 40 - - - - - - - - - |
| 50 - - - - - - - - - |
| 60 - - - - - - - - - |
| 80 - - - - - - - - - |
| 100 - 0.913 - - - 0.389 - - - |
| 130 0.939 0.898 1.156 0.970 - 0.409 - - - |
| peak GenEval(tr5) 0.942 at epoch 107; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 100 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.389 FDr_inc - FDr_dino - |
| >= 0.85: ep 100 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.389 FDr_inc - FDr_dino - |
| >= 0.90: ep 100 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.389 FDr_inc - FDr_dino - |
| >= 0.93: ep 102 ImgR4.5 - ImgR2 - div(ev) - div(tr5) 0.386 FDr_inc - FDr_dino - |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo ram fd28 metrics: 3938mmfb | epochs 0..50 |
| configs: geneval-ram-fd28-dreamsim-metrics-1734369: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.824 0.797 1.188 1.076 - 0.284 - - - |
| 30 0.861 0.857 1.227 1.153 - 0.256 - - - |
| 40 0.893 0.882 1.195 1.128 - 0.227 - - - |
| 50 0.896 0.892 1.232 1.158 - 0.234 - - - |
| peak GenEval(tr5) 0.896 at epoch 46; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 21 ImgR4.5 1.188 ImgR2 1.076 div(ev) - div(tr5) 0.287 FDr_inc - FDr_dino - |
| >= 0.85: ep 29 ImgR4.5 1.188 ImgR2 1.076 div(ev) - div(tr5) 0.259 FDr_inc - FDr_dino - |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo openclip w4 fd28: khy766wc | epochs 0..51 |
| configs: geneval-ram-openclip-w4-fd28-1734370: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.820 0.771 1.180 1.020 - 0.322 - - - |
| 30 0.865 0.843 1.205 1.068 - 0.307 - - - |
| 40 0.897 0.874 1.199 1.069 - 0.299 - - - |
| 50 0.916 0.891 1.214 1.087 - 0.290 - - - |
| peak GenEval(tr5) 0.891 at epoch 49; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 24 ImgR4.5 1.180 ImgR2 1.020 div(ev) - div(tr5) 0.311 FDr_inc - FDr_dino - |
| >= 0.85: ep 33 ImgR4.5 1.205 ImgR2 1.068 div(ev) - div(tr5) 0.305 FDr_inc - FDr_dino - |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
| ==================================================================================================== |
| romeo clip w4 fd28: seomg9se | epochs 0..53 |
| configs: geneval-ram-clip-w4-fd28-1734371: ds=None gate=None fd=None rm=100 resume=None |
| other dreamsim/fd keys: eval/cfg_1/dreamsim_diversity/clip_vitb32, eval/cfg_1/dreamsim_diversity/dino_vitb16_patch, eval/cfg_1/dreamsim_diversity/ensemble, eval/cfg_1/dreamsim_diversity/open_clip_vitb32, eval/cfg_2/dreamsim_diversity/clip_vitb32, eval/cfg_2/dreamsim_diversity/dino_vitb16_patch, eval/cfg_2/dreamsim_diversity/ensemble, eval/cfg_2/dreamsim_diversity/open_clip_vitb32, eval/cfg_3/dreamsim_diversity/clip_vitb32, eval/cfg_3/dreamsim_diversity/dino_vitb16_patch, eval/cfg_3/dreamsim_diversity/ensemble, eval/cfg_3/dreamsim_diversity/open_clip_vitb32, eval/cfg_4.5/dreamsim_diversity/clip_vitb32, eval/cfg_4.5/dr |
| ep GenEv(ev) GenEv(tr5) ImgR4.5 ImgR2 div(ev) div(tr5) FDr_inc FDr_dino gate |
| 20 0.826 0.768 1.114 0.945 - 0.305 - - - |
| 30 0.869 0.842 1.195 1.079 - 0.294 - - - |
| 40 0.896 0.892 1.220 1.110 - 0.282 - - - |
| 50 0.910 0.881 1.244 1.139 - 0.363 - - - |
| peak GenEval(tr5) 0.900 at epoch 46; matched-GenEval read-out (first epoch at threshold): |
| >= 0.80: ep 26 ImgR4.5 1.114 ImgR2 0.945 div(ev) - div(tr5) 0.308 FDr_inc - FDr_dino - |
| >= 0.85: ep 33 ImgR4.5 1.195 ImgR2 1.079 div(ev) - div(tr5) 0.289 FDr_inc - FDr_dino - |
| >= 0.90: not reached |
| >= 0.93: not reached |
| >= 0.95: not reached |
| >= 0.96: not reached |
|
|
