Method

Total

4 players

5 players

6 players

Random baseline

0.2086

0.2509

0.2025

0.1657

Frequency baseline

0.2090

0.2931

0.2332

0.2076

Naive CLIP

0.3969

0.4585

0.3878

0.3324

Hint history (max)

0.5045

0.5608

0.4992

0.4443

Hint history (min)

0.2893

0.3518

0.2717

0.2275

Hint history (avg)

0.4137

0.4722

0.4299

0.3418

Hint history (top5)

0.5647

0.6154

0.5547

0.5125

Hint history (max range)

0.4632

0.5258

0.4520

0.3754