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Stock Price Prediction on FNSPID (test)
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0.0781
MSE
Transformer + Siamese Network
-0.015011
0.61355
1.242111
1.870671
May 28, 2026
MSE
MAE
R2 Score
Updated 2d ago
Evaluation Results
Method
Method
Links
MSE
MAE
R2 Score
Transformer + Siamese Network
optimization=Contrasti...
2026.05
0.0781
0.1445
96.9052
Transformer + Embeddings (Frozen FinBERT)
encoder=FinBERT, finbe...
2026.05
0.165
0.2257
93.4614
Transformer + Attention Weighted Aggregation
aggregation=Stock-spec...
2026.05
0.199
0.2534
92.115
Transformer Baseline (Sentiment Score)
sentiment=precomputed...
2026.05
0.1995
0.2836
92.0964
Transformer Baseline (No Sentiment)
sentiment=none
2026.05
0.2443
0.2987
90.3198
Transformer + Unfreezing FinBERT (1 epoch)
encoder=FinBERT, finbe...
2026.05
2.4061
0.8673
4.6657
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