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Market Trading Prediction on PolyBench
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80.9
Accuracy
Full System
-1.78
19.685
41.15
62.615
Jun 1, 2026
Accuracy
Return
Updated 1d ago
Evaluation Results
Method
Method
Links
Accuracy
Return
Full System
System Category=Ours
2026.06
80.9
330
Multi agent
System Category=Ours
2026.06
79.8
351
Adaptive
System Category=Ours
2026.06
77.4
352
Meta Harness
System Category=Auto-h...
2026.06
50.8
320
OctoTools
System Category=Human
2026.06
40
20.4
Sonnet
System Category=No evo...
2026.06
22.2
1.7
SkillOS
System Category=Auto-h...
2026.06
21.4
3.6
A-Evolve
System Category=Auto-h...
2026.06
18.4
7.2
Haiku
System Category=No evo...
2026.06
15.2
88
Kimi
System Category=No evo...
2026.06
14
-2
GLM
System Category=No evo...
2026.06
14
10.1
GEPA
System Category=Auto-h...
2026.06
13.4
0.2
Cont. Harness
System Category=Auto-h...
2026.06
8.5
1.7
DeepSeek
System Category=No evo...
2026.06
1.4
16.4
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