Method

Total

4 players

5 players

6 players

Random baseline

2.299

3.302

2.196

1.229

Frequency baseline

0.2090

0.2931

0.2332

0.2076

Naive CLIP

1.361

2.019

1.282

0.6653

Hint history (max)

1.750

2.514

1.698

0.9227

Hint history (min)

2.422

3.507

2.306

1.266

Hint history (avg)

2.142

3.083

2.052

1.134

Hint history (top 5)

1.634

2.359

1.570

0.8561

Hint history (max range)

1.887

2.717

1.826

0.9914