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Knowledge-Intensive Reasoning on HotpotQA (F1 score)

0.654F1 Score

Llama3.1-8B + ARPO

0.074720.225110.37550.52589Sep 28, 2025Nov 8, 2025Dec 19, 2025Jan 29, 2026Mar 11, 2026Apr 21, 2026Jun 1, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2025.12
0.654---
2026.06
0.62446.71.98-
2026.06
0.59243.91.97-
2025.12
0.59---
2025.12
0.588---
2026.06
0.58844.32.89-
2025.12
0.585---
2025.12
0.578---
2025.12
0.577---
2025.12
0.571---
2025.12
0.566---
2025.12
0.565---
2025.12
0.559---
2025.12
0.551---
2025.12
0.548---
2026.06
0.54442.52.62-
2026.06
0.54142.51.99-
2026.06
0.506401.81-
2025.12
0.485---
2026.06
0.477364.26-
2026.06
0.46538.51.84-
2026.06
0.45734.51.93-
2026.06
0.42432.53.82-
2026.06
0.42337.52.99-
2026.06
0.41232.52.28-
2026.06
0.40731.82.7-
2026.06
0.385302.29-
2026.06
0.30729.83.12-
2025.12
0.243---
2025.09
0.2375---
2026.06
0.2237.2--
2025.09
0.2146---
2025.12
0.154---
2026.06
0.15410.41.44-
2025.12
0.148---
2026.06
0.1386.72.37-
2025.09
0.1286---
2025.12
0.122---
2026.06
0.1065.6--
2025.12
0.097---
2026.06
0.0977.2--
2026.06
---24.3
2026.06
---48.5
2026.06
---57.8
2026.06
---57.1
2026.06
---56.6
2026.06
---61.8
2026.06
---57.3
2026.06
---61.8
2026.06
---65.4
2026.06
---65.4
2026.06
---12.2
2026.06
---14.8
2026.06
---59
2026.06
---55.1
2026.06
---57.7
2026.06
---60.7
2026.06
---59.3
2026.06
---58.1
2026.06
---58.8
2026.06
---66.5