Water Level Prediction on Everglades (test)
0.116NP205 MAESim-RAF
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sim-RAFLead Time=72025.08 | 0.116 | — | — | — | — | — | — | 0.208 | 0.055 | 0.103 | 0.066 | 0.125 | 0.061 | 0.115 | 0.057 | 0.107 | 0.071 | 0.131 | |
| MI-RAFLead Time=72025.08 | 0.119 | — | — | — | — | — | — | 0.211 | 0.055 | 0.103 | 0.066 | 0.125 | 0.062 | 0.117 | 0.058 | 0.111 | 0.072 | 0.133 | |
| ChronosLead Time=72025.08 | 0.125 | — | — | — | — | — | — | 0.224 | 0.058 | 0.107 | 0.065 | 0.124 | 0.065 | 0.124 | 0.058 | 0.112 | 0.074 | 0.138 | |
| DLinearLead Time=72025.08 | 0.14 | — | — | — | — | — | — | 0.235 | 0.087 | 0.129 | 0.097 | 0.148 | 0.101 | 0.145 | 0.101 | 0.142 | 0.105 | 0.16 | |
| TimeGPTLead Time=72025.08 | 0.162 | — | — | — | — | — | — | 0.268 | 0.09 | 0.163 | 0.104 | 0.189 | 0.097 | 0.183 | 0.098 | 0.182 | 0.11 | 0.197 | |
| KANLead Time=72025.08 | 0.176 | — | — | — | — | — | — | 0.268 | 0.085 | 0.131 | 0.101 | 0.146 | 0.076 | 0.13 | 0.071 | 0.123 | 0.102 | 0.16 | |
| TimeMixerLead Time=72025.08 | 0.181 | — | — | — | — | — | — | 0.309 | 0.077 | 0.124 | 0.095 | 0.15 | 0.077 | 0.129 | 0.076 | 0.133 | 0.102 | 0.169 | |
| MI-RAFLead Time=142025.08 | 0.181 | — | — | — | — | — | — | 0.325 | 0.084 | 0.146 | 0.098 | 0.177 | 0.091 | 0.16 | 0.084 | 0.156 | 0.107 | 0.193 | |
| Sim-RAFLead Time=142025.08 | 0.188 | — | — | — | — | — | — | 0.331 | 0.088 | 0.148 | 0.101 | 0.178 | 0.091 | 0.16 | 0.087 | 0.16 | 0.111 | 0.194 | |
| TimesFMLead Time=72025.08 | 0.191 | — | — | — | — | — | — | 0.316 | 0.093 | 0.149 | 0.099 | 0.169 | 0.096 | 0.166 | 0.083 | 0.149 | 0.133 | 0.19 | |
| ChronosLead Time=142025.08 | 0.198 | — | — | — | — | — | — | 0.343 | 0.095 | 0.156 | 0.103 | 0.179 | 0.099 | 0.172 | 0.086 | 0.158 | 0.116 | 0.202 | |
| DLinearLead Time=142025.08 | 0.203 | — | — | — | — | — | — | 0.32 | 0.123 | 0.168 | 0.144 | 0.199 | 0.144 | 0.192 | 0.146 | 0.191 | 0.152 | 0.214 | |
| iTransformerLead Time=72025.08 | 0.205 | — | — | — | — | — | — | 0.32 | 0.08 | 0.12 | 0.083 | 0.135 | 0.072 | 0.118 | 0.07 | 0.111 | 0.102 | 0.161 | |
| TimeGPTLead Time=142025.08 | 0.209 | — | — | — | — | — | — | 0.349 | 0.112 | 0.187 | 0.13 | 0.216 | 0.112 | 0.198 | 0.107 | 0.198 | 0.134 | 0.23 | |
| MI-RAFLead Time=212025.08 | 0.241 | — | — | — | — | — | — | 0.428 | 0.112 | 0.182 | 0.13 | 0.224 | 0.116 | 0.195 | 0.109 | 0.192 | 0.142 | 0.244 | |
| TimeMixerLead Time=142025.08 | 0.249 | — | — | — | — | — | — | 0.358 | 0.125 | 0.168 | 0.16 | 0.2 | 0.109 | 0.16 | 0.11 | 0.163 | 0.151 | 0.21 | |
| Sim-RAFLead Time=212025.08 | 0.253 | — | — | — | — | — | — | 0.43 | 0.117 | 0.185 | 0.138 | 0.229 | 0.122 | 0.198 | 0.117 | 0.21 | 0.15 | 0.247 | |
| KANLead Time=142025.08 | 0.257 | — | — | — | — | — | — | 0.374 | 0.126 | 0.169 | 0.148 | 0.203 | 0.116 | 0.168 | 0.11 | 0.165 | 0.151 | 0.216 | |
| TimerLead Time=72025.08 | 0.258 | — | — | — | — | — | — | 0.342 | 0.129 | 0.172 | 0.148 | 0.203 | 0.122 | 0.169 | 0.114 | 0.161 | 0.154 | 0.209 | |
| ChronosLead Time=212025.08 | 0.271 | — | — | — | — | — | — | 0.454 | 0.133 | 0.204 | 0.145 | 0.231 | 0.135 | 0.217 | 0.116 | 0.21 | 0.16 | 0.261 | |
| TimeGPTLead Time=212025.08 | 0.275 | — | — | — | — | — | — | 0.366 | 0.16 | 0.241 | 0.213 | 0.316 | 0.152 | 0.235 | 0.148 | 0.234 | 0.19 | 0.279 | |
| iTransformerLead Time=142025.08 | 0.282 | — | — | — | — | — | — | 0.416 | 0.121 | 0.165 | 0.131 | 0.184 | 0.113 | 0.161 | 0.105 | 0.15 | 0.15 | 0.215 | |
| KANLead Time=212025.08 | 0.292 | — | — | — | — | — | — | 0.441 | 0.144 | 0.196 | 0.16 | 0.225 | 0.138 | 0.2 | 0.133 | 0.199 | 0.174 | 0.252 | |
| MI-RAFLead Time=282025.08 | 0.297 | — | — | — | — | — | — | 0.509 | 0.136 | 0.215 | 0.165 | 0.271 | 0.138 | 0.225 | 0.128 | 0.218 | 0.173 | 0.288 | |
| DLinearLead Time=212025.08 | 0.305 | — | — | — | — | — | — | 0.416 | 0.246 | 0.282 | 0.266 | 0.316 | 0.277 | 0.319 | 0.277 | 0.317 | 0.274 | 0.33 | |
| iTransformerLead Time=212025.08 | 0.31 | — | — | — | — | — | — | 0.455 | 0.127 | 0.175 | 0.154 | 0.212 | 0.129 | 0.178 | 0.123 | 0.171 | 0.169 | 0.238 | |
| Sim-RAFLead Time=282025.08 | 0.32 | — | — | — | — | — | — | 0.512 | 0.146 | 0.222 | 0.173 | 0.276 | 0.148 | 0.23 | 0.142 | 0.224 | 0.186 | 0.293 | |
| iTransformerLead Time=282025.08 | 0.335 | — | — | — | — | — | — | 0.503 | 0.156 | 0.206 | 0.193 | 0.263 | 0.16 | 0.215 | 0.144 | 0.201 | 0.198 | 0.278 | |
| ChronosLead Time=282025.08 | 0.337 | — | — | — | — | — | — | 0.536 | 0.168 | 0.249 | 0.186 | 0.28 | 0.169 | 0.257 | 0.141 | 0.232 | 0.2 | 0.311 | |
| KANLead Time=282025.08 | 0.357 | — | — | — | — | — | — | 0.502 | 0.165 | 0.216 | 0.188 | 0.258 | 0.185 | 0.243 | 0.178 | 0.24 | 0.214 | 0.292 | |
| TimesFMLead Time=142025.08 | 0.372 | — | — | — | — | — | — | 0.561 | 0.176 | 0.242 | 0.169 | 0.25 | 0.15 | 0.225 | 0.143 | 0.216 | 0.202 | 0.299 | |
| DLinearLead Time=282025.08 | 0.375 | — | — | — | — | — | — | 0.481 | 0.317 | 0.353 | 0.338 | 0.388 | 0.351 | 0.392 | 0.352 | 0.39 | 0.347 | 0.401 | |
| TimeGPTLead Time=282025.08 | 0.399 | — | — | — | — | — | — | 0.498 | 0.241 | 0.325 | 0.28 | 0.407 | 0.22 | 0.304 | 0.222 | 0.315 | 0.273 | 0.37 | |
| TimerLead Time=142025.08 | 0.442 | — | — | — | — | — | — | 0.556 | 0.22 | 0.259 | 0.269 | 0.32 | 0.199 | 0.241 | 0.186 | 0.23 | 0.263 | 0.321 | |
| TimeMixerLead Time=212025.08 | 0.449 | — | — | — | — | — | — | 0.523 | 0.182 | 0.222 | 0.24 | 0.288 | 0.176 | 0.216 | 0.17 | 0.214 | 0.244 | 0.293 | |
| TimeMixerLead Time=282025.08 | 0.512 | — | — | — | — | — | — | 0.61 | 0.218 | 0.265 | 0.302 | 0.351 | 0.206 | 0.249 | 0.191 | 0.238 | 0.286 | 0.343 | |
| TimesFMLead Time=212025.08 | 0.535 | — | — | — | — | — | — | 0.741 | 0.239 | 0.306 | 0.23 | 0.312 | 0.198 | 0.271 | 0.194 | 0.272 | 0.279 | 0.38 | |
| TimerLead Time=212025.08 | 0.574 | — | — | — | — | — | — | 0.696 | 0.275 | 0.314 | 0.362 | 0.41 | 0.25 | 0.29 | 0.226 | 0.269 | 0.338 | 0.396 | |
| TimerLead Time=282025.08 | 0.65 | — | — | — | — | — | — | 0.775 | 0.309 | 0.354 | 0.429 | 0.481 | 0.279 | 0.32 | 0.25 | 0.292 | 0.383 | 0.444 | |
| TimesFMLead Time=282025.08 | 0.684 | — | — | — | — | — | — | 0.893 | 0.288 | 0.348 | 0.299 | 0.366 | 0.236 | 0.307 | 0.235 | 0.317 | 0.348 | 0.446 | |
| ChronosLead Time=28 days2025.08 | — | 0.619 | 0.738 | 0.525 | 0.425 | 0.131 | 0.488 | — | — | — | — | — | — | — | — | — | — | — | |
| DLinearLead Time=28 days2025.08 | — | 0.5 | 0.369 | 0.369 | 0.352 | 0.113 | 0.394 | — | — | — | — | — | — | — | — | — | — | — | |
| MI-RAFLead Time=28 days2025.08 | — | 0.69 | 0.69 | 0.525 | 0.45 | 0.289 | 0.529 | — | — | — | — | — | — | — | — | — | — | — | |
| Sim-RAFLead Time=28 days2025.08 | — | 0.69 | 0.738 | 0.775 | 0.425 | 0.158 | 0.557 | — | — | — | — | — | — | — | — | — | — | — | |
| TimeGPTLead Time=28 days2025.08 | — | 0.173 | 0.217 | 0.152 | 0.095 | 0.086 | 0.144 | — | — | — | — | — | — | — | — | — | — | — | |
| TimeMixerLead Time=28 days2025.08 | — | 0.119 | 0.049 | 0.341 | 0 | 0 | 0.102 | — | — | — | — | — | — | — | — | — | — | — | |
| TimesFMLead Time=28 days2025.08 | — | 0.152 | 0.043 | 0.065 | 0.119 | 0.086 | 0.093 | — | — | — | — | — | — | — | — | — | — | — |