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Web Shopping Agent on WebShop (Score, SR, Steps)

91.1Score

D2Skill

Updated 1d ago

Evaluation Results

Method
D2Skill 2026.05	91.1	80.5	-	-	-	-	-	-
Skill1 2026.05	89.7	82.9	-	-	-	-	-	-
SDAR 2026.05	89.4	82.8	-	-	-	-	-	-
RetroAgent 2026.05	88.9	82.3	-	-	-	-	-	-
RLSD 2026.05	87.4	77.3	-	-	-	-	-	-
GRPO+OPSD 2026.05	86.8	76.5	-	-	-	-	-	-
Skill-SD 2026.05	86.1	76.5	-	-	-	-	-	-
SKILLC 2026.05	85.6	74	-	-	-	-	-	-
SKILLRL 2026.05	85.2	72.7	-	-	-	-	-	-
GiGPO 2026.05	84.4	72.8	-	-	-	-	-	-
SKILL0 2026.05	83.3	70.9	-	-	-	-	-	-
PPO 2026.05	81.4	68.7	-	-	-	-	-	-
RLOO 2026.05	80.3	65.7	-	-	-	-	-	-
GRPO 2026.05	79.3	66.1	-	-	-	-	-	-
Reflexion 2026.06	69	45	-	-	-	-	-	-
NoThinking + ECU 2026.06	66.8	41	-	-	-	-	-	-
NoThinking + ECU 2026.06	65.6	40	-	-	-	-	-	-
Plan-and-Act + ECU 2026.06	62.7	42	-	-	-	-	-	-
ReflAct + ECU 2026.06	61.5	39	-	-	-	-	-	-
UCE 2026.06	61.3	42	-	-	-	-	-	-
NoThinking 2026.06	58.7	37	-	-	-	-	-	-
Reflexion 2026.05	58.1	28.8	-	-	-	-	-	-
ReflAct + ECU 2026.06	57.4	34	-	-	-	-	-	-
Plan-and-Act + ECU 2026.06	56.8	37	-	-	-	-	-	-
SKillOS 2026.05	56	41.3	18.3	-	-	-	-	-
SKillOS-gemini 2026.05	54.7	41	17.8	-	-	-	-	-
SKillOS-base 2026.05	52.8	39.6	19	-	-	-	-	-
Plan-and-Act 2026.06	52	31	-	-	-	-	-	-
MemP 2026.05	51.3	39.8	19.4	-	-	-	-	-
UCE 2026.06	51	29	-	-	-	-	-	-
ReasoningBank 2026.05	50.8	40.2	19.2	-	-	-	-	-
SKillOS 2026.05	49.2	16.5	15.9	-	-	-	-	-
No Memory 2026.05	48.6	38.4	19.5	-	-	-	-	-
ReAct 2026.05	46.2	19.5	-	-	-	-	-	-
SKillOS-gemini 2026.05	45.2	13.2	16.6	-	-	-	-	-
ReAct 2026.06	45.1	30	-	-	-	-	-	-
SKillOS-base 2026.05	43.4	12.3	16.8	-	-	-	-	-
EvolveR 2026.05	42.5	17.6	-	-	-	-	-	-
No Memory 2026.05	41.5	12.2	17	-	-	-	-	-
SKillOS 2026.05	40.6	16.5	19.4	-	-	-	-	-
ReasoningBank 2026.05	40.4	11.2	17.9	-	-	-	-	-
ReflAct 2026.06	39.6	24	-	-	-	-	-	-
SKillOS-base 2026.05	38.6	13.6	20.1	-	-	-	-	-
SKillOS-gemini 2026.05	38.1	13.2	19.6	-	-	-	-	-
MemP 2026.05	35.7	12	21.3	-	-	-	-	-
ReasoningBank 2026.05	35.4	11.4	20.5	-	-	-	-	-
No Memory 2026.05	33.3	9.8	20.3	-	-	-	-	-
ExpeL 2026.06	31.6	18	-	-	-	-	-	-
ExpeL 2026.05	30.9	11.2	-	-	-	-	-	-
MemP 2026.05	30.7	10.1	17.4	-	-	-	-	-
Zero-Shot 2026.05	26.4	7.8	-	-	-	-	-	-
Mem0 2026.05	23.9	2	-	-	-	-	-	-
OPSD 2026.05	4.5	2.3	-	-	-	-	-	-
Zero-shot 2026.05	-	-	-	4.4	4.6	3.4	1	3.5
Few-shot 2026.05	-	-	-	14.2	15.1	13.5	24	16.5
ReAct 2026.05	-	-	-	12.4	11.1	4.5	12	10.4
Reflexion 2026.05	-	-	-	3.5	8.6	1.1	7	5.5
Mem0 2026.05	-	-	-	8.9	9.2	2.3	11	8.2
ExpeL 2026.05	-	-	-	6.2	12.5	9	21	12.1
MemP 2026.05	-	-	-	15.9	13.2	9	19	14.3
SimpleMem 2026.05	-	-	-	11.5	13.8	6.7	13	11.7
RLOO 2026.05	-	-	-	34.9	23.9	41.5	32.1	31.1
GRPO 2026.05	-	-	-	35.1	22.6	39	49.5	33.6
MemRL 2026.05	-	-	-	22.2	15.2	25	48.3	26.2
EvolveR 2026.05	-	-	-	32.5	31.1	25	20.9	28
Mem0+GRPO 2026.05	-	-	-	36.5	22	40.6	23.1	29.5
SimpleMem+GRPO 2026.05	-	-	-	25.4	28	26.6	25.1	26.4
SkillRL 2026.05	-	-	-	36	34.2	41.4	49.3	38.3
SKILL0 2026.05	-	-	-	39.2	33	38.1	37.9	35.2
SLIM 2026.05	-	-	-	31.9	36.8	31.5	33	33.7
Skill0.5 2026.05	-	-	-	39.1	37.3	41.1	50.9	40.4