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Resource Efficiency on ToolBench (Tool Use)

5.6Energy (Wh)

Benign

Updated 4d ago

Evaluation Results

Method	Links
Benign 2026.01		5.6	289.7	30
Benign 2026.01		6.1	240.3	30
Benign 2026.01		6.8	334.7	40
Benign 2026.01		7.3	368.1	40
Benign 2026.01		7.4	327.5	20
Overthink 2026.01		11.9	331.3	50
Benign 2026.01		15.2	301.2	80
Overthink 2026.01		25.9	334.6	130
Overthink 2026.01		48.3	387.1	320
Overthink 2026.01		48.3	311	510
Overthink 2026.01		118.1	349.2	670
Overthink 2026.01		241.6	395.3	780
MCTS-based tool-layer DoS attack 2026.01		1,829.1	538.7	4,400
MCTS-based tool-layer DoS attack 2026.01		2,401	447.6	3,670
MCTS-based tool-layer DoS attack 2026.01		2,504.1	527.7	6,560
MCTS-based tool-layer DoS attack 2026.01		2,779.9	588.3	5,170
MCTS-based tool-layer DoS attack 2026.01		3,127.1	576.5	7,390
MCTS-based tool-layer DoS attack 2026.01		3,159	572.2	6,650