Event Prediction on Chicago Accident
0.278NDCGSpatialRank
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SpatialRankK=502023.09 | 0.278 | 0.403 | 0.599 | |
| SpatialRankK=50, beta=0.52023.09 | 0.271 | 0.394 | 0.585 | |
| SpatialRankK=402023.09 | 0.268 | 0.42 | 0.614 | |
| SpatialRankK=50, loss=SONG2023.09 | 0.267 | 0.4 | 0.575 | |
| SpatialRankK=50, loss=Cross Entropy2023.09 | 0.266 | 0.4 | 0.58 | |
| SpatialRankK=50, loss=ApproxNDCG2023.09 | 0.264 | 0.398 | 0.575 | |
| SpatialRankK=302023.09 | 0.257 | 0.444 | 0.621 | |
| HintNetK=502023.09 | 0.256 | 0.373 | 0.561 | |
| SpatialRankK=40, beta=0.52023.09 | 0.256 | 0.409 | 0.593 | |
| Hetero-ConvLSTMK=502023.09 | 0.255 | 0.375 | 0.551 | |
| SpatialRankK=40, loss=ApproxNDCG2023.09 | 0.255 | 0.415 | 0.591 | |
| SpatialRankK=40, loss=SONG2023.09 | 0.254 | 0.417 | 0.6 | |
| SpatialRankK=40, loss=Cross Entropy2023.09 | 0.253 | 0.415 | 0.588 | |
| ConvLSTMK=502023.09 | 0.252 | 0.366 | 0.54 | |
| SpatialRankK=30, beta=0.52023.09 | 0.25 | 0.438 | 0.591 | |
| LSTMK=502023.09 | 0.249 | 0.368 | 0.544 | |
| Hetero-ConvLSTMK=402023.09 | 0.24 | 0.395 | 0.564 | |
| SpatialRankK=30, loss=ApproxNDCG2023.09 | 0.24 | 0.426 | 0.597 | |
| SpatialRankK=30, loss=SONG2023.09 | 0.24 | 0.438 | 0.61 | |
| HintNetK=402023.09 | 0.238 | 0.39 | 0.569 | |
| ConvLSTMK=402023.09 | 0.236 | 0.388 | 0.563 | |
| HAK=502023.09 | 0.235 | 0.316 | 0.493 | |
| SpatialRankK=30, loss=Cross Entropy2023.09 | 0.232 | 0.424 | 0.588 | |
| GSNetK=502023.09 | 0.231 | 0.337 | 0.499 | |
| Hetero-ConvLSTMK=302023.09 | 0.229 | 0.401 | 0.557 | |
| HintNetK=302023.09 | 0.228 | 0.4 | 0.555 | |
| HAK=402023.09 | 0.225 | 0.322 | 0.497 | |
| LSTMK=402023.09 | 0.225 | 0.38 | 0.543 | |
| ConvLSTMK=302023.09 | 0.225 | 0.41 | 0.558 | |
| LSTMK=302023.09 | 0.215 | 0.392 | 0.519 | |
| HAK=302023.09 | 0.214 | 0.332 | 0.502 | |
| GSNetK=402023.09 | 0.201 | 0.371 | 0.517 | |
| GSNetK=302023.09 | 0.194 | 0.371 | 0.493 |