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Multi-turn Agent Task on ALFWorld

85.16Success Rate

ATOD

Updated 27d ago

Evaluation Results

Method	Links
ATOD 2026.06		85.16	16.75
ATOD 2026.06		82.81	15.84
ATOD 2026.06		80.47	22.69
GRPO 2026.06		80.47	23.53
OPD 2026.06		80.47	21.12
SOD 2026.06		79.69	19.02
SDAR 2026.06		77.34	20.85
GRPO 2026.06		76.56	18.95
OPD 2026.06		76.56	18.48
SOD 2026.06		76.56	22.9
GRPO 2026.06		76.56	18.95
TCOD 2026.06		76.56	23.45
SOD 2026.06		75.78	27.95
TCOD 2026.06		74.22	20.15
OPD 2026.06		72.66	16.41
TCOD 2026.06		71.88	18.88
SDAR 2026.06		39.84	37.56
GRPO 2026.06		31.25	40.38
GRPO 2026.06		30.47	44.13
SDAR 2026.06		28.12	45.27
Vanilla 2026.06		24.22	42.43
Vanilla 2026.06		10.16	47.91
Vanilla 2026.06		0.78	50