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Graph Regression on Peptides-struct

0.239MAE

ESA+

Updated 9d ago

Evaluation Results

Method	Links
ESA+ 2024.02		0.239
GCN+ 2026.05		0.2421
GIN+ 2026.05		0.2429
S3GNN 2026.05		0.2429
GatedGCN+ 2026.05		0.2431
S2GNN + PE 2026.05		0.2447
GINE-ViT 2022.12		0.2449
Graph ViT 2026.05		0.2449
GraphTrans-ViT 2022.12		0.2455
GCN+FN 2026.05		0.2456
MP-SSM 2026.05		0.2458
GRAMAGATEDGCN 2026.05		0.2459
GCN 2026.05		0.246
GRIT 2026.05		0.246
GatedGCN+VN† 2026.05		0.246
GCN 2026.05		0.246
Graph-ViT + GFSA 2023.12		0.2461
Neural Walker 2026.05		0.2463
GatedGCN-ViT 2022.12		0.2465
GCN-ViT 2022.12		0.2468
LGSM 2026.05		0.247
GatedGCN+FN 2026.05		0.247
GINE 2026.05		0.2473
GMN 2026.05		0.2473
GMN 2026.05		0.2473
Graph-ViT 2023.12		0.2474
G.MLPMixer 2026.05		0.2475
GatedGCN 2026.05		0.2477
Graph-Mamba 2026.01		0.2478
Graph-Mamba 2026.05		0.2478
Graph Mamba 2026.05		0.2478
GraphTrans-MLP-Mixer 2022.12		0.248
Exphormer 2026.05		0.2481
SWAN 2026.05		0.2485
TIGT 2026.05		0.2485
SWAN 2026.05		0.2485
GCN-MLP-Mixer 2022.12		0.2486
S2GNN 2026.05		0.2487
GINE-MLP-Mixer 2022.12		0.2494
GPS + GFSA 2023.12		0.2496
SUN 2022.12		0.2498
GatedGCN+VN‡ 2026.05		0.2498
GPS 2023.12		0.25
GPS 2026.01		0.25
Standard 2026.03		0.25
GraphGPS+LapPE 2026.05		0.25
GatedGCN-MLP-Mixer 2022.12		0.2508
GraphGPS+LapPE 2026.05		0.2509
GCN+VN 2026.05		0.2509
QUEST 2026.03		0.251
Exphormer 2026.01		0.2512
GPS 2022.12		0.2515
DRew-GCN+LapPE 2026.05		0.2517
Transformer + LapPE 2022.12		0.2529
Transformer + LapPE 2026.04		0.2529
Transformer+LapPE 2026.05		0.2529
DRew-GCN+LapPE 2026.05		0.2536
DRew-GCN + PE 2026.05		0.2536
DRew-GatedGCN+LapPE 2026.05		0.2539
PathNN-SP+ 2023.06		0.254
Stable-ChebNet 2026.05		0.2542
SAN + RWSE 2022.12		0.2545
PathNN-SP 2023.06		0.2545
SAN + RWSE 2026.04		0.2545
BN-Pool 2025.01		0.255
Specformer 2026.05		0.255
PathNN-AP 2023.06		0.2569
DRew-GIN+LapPE 2026.05		0.2606
FloydNet 2026.01		0.2612
MixHop-GCN+LapPE 2026.05		0.2614
DIGL+MPNN+LapPE 2026.05		0.2616
ECPool 2025.01		0.262
BiScale-GTR (Molecule) 2026.04		0.2621
ChebNet 2026.05		0.2627
k-MIS 2025.01		0.263
Graclus 2025.01		0.264
JBGNN 2025.01		0.264
MinCut 2025.01		0.265
Top-k 2025.01		0.266
SAN + LapPE 2022.12		0.2683
SAN + LapPE 2026.04		0.2683
SAN+LapPE 2026.05		0.2683
SAN+LapPE 2026.05		0.2683
DRew-GatedGCN 2026.05		0.2699
GNN-AK+ 2022.12		0.2736
DiffPool 2025.01		0.276
Eigen 2025.01		0.276
GraphCON 2026.05		0.2778
GraphCON 2026.05		0.2778
DRew-GCN 2026.05		0.2781
DRew-GCN 2026.05		0.2781
DRew-GIN 2026.05		0.2799
HOSC 2025.12		0.28
DMoN 2025.01		0.28
HOSC 2025.01		0.283
A-DGN 2026.05		0.2874
A-DGN 2026.05		0.2874
BNPool 2025.12		0.29
MinCut 2025.12		0.29
ACC 2025.12		0.29

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